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ORCIDEMNLP (Findings) 2020: Virtual Event
- Trevor Cohn, Yulan He, Yang Liu:
Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020. Findings of ACL EMNLP 2020, Association for Computational Linguistics 2020, ISBN 978-1-952148-90-3 - Gabriele Prato, Ella Charlaix, Mehdi Rezagholizadeh:
Fully Quantized Transformer for Machine Translation. 1-14 - Ningyu Zhang, Shumin Deng, Juan Li, Xi Chen, Wei Zhang, Huajun Chen:
Summarizing Chinese Medical Answer with Graph Convolution Networks and Question-focused Dual Attention. 15-24 - Peng Qi, Yuhao Zhang, Christopher D. Manning:
Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations. 25-40 - Boon Peng Yap, Andrew Koh, Eng Siong Chng:
Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences. 41-46 - Ke Wang, Xiaojun Wan:
Adversarial Text Generation via Sequence Contrast Discrimination. 47-53 - Huaishao Luo, Lei Ji, Tianrui Li, Daxin Jiang, Nan Duan:
GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis. 54-64 - Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl, Jack Rae, Vishal Maini, Dani Yogatama, Pushmeet Kohli:
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation. 65-83 - Hao Fei, Yafeng Ren, Donghong Ji:
Improving Text Understanding via Deep Syntax-Semantics Communication. 84-93 - Wanzheng Zhu, Suma Bhat:
GRUEN for Evaluating Linguistic Quality of Generated Text. 94-108 - Katsuhiko Hayashi, Koki Kishimoto, Masashi Shimbo:
A Greedy Bit-flip Training Algorithm for Binarized Knowledge Graph Embeddings. 109-114 - Chujie Zheng
, Yunbo Cao, Daxin Jiang, Minlie Huang:
Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation. 115-125 - Wenyan Li, Alvin Grissom II, Jordan L. Boyd-Graber:
An Attentive Recurrent Model for Incremental Prediction of Sentence-final Verbs. 126-136 - Jingxuan Yang, Kerui Xu, Jun Xu, Si Li, Sheng Gao, Jun Guo, Ji-Rong Wen, Nianwen Xue:
Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields. 137-147 - Anders Søgaard:
Neural Speed Reading Audited. 148-153 - Gunhee Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Purva Kulkarni, Jack G. M. Fitzgerald:
Converting the Point of View of Message Spoken to Virtual Assistants. 154-163 - Zhouxing Shi, Minlie Huang:
Robustness to Modification with Shared Words in Paraphrase Identification. 164-171 - Baolin Peng, Chenguang Zhu, Chunyuan Li, Xiujun Li, Jinchao Li, Michael Zeng, Jianfeng Gao:
Few-shot Natural Language Generation for Task-Oriented Dialog. 172-182 - Hao Fei, Yafeng Ren, Donghong Ji:
Mimic and Conquer: Heterogeneous Tree Structure Distillation for Syntactic NLP. 183-193 - Chenguang Zhu, Ruochen Xu, Michael Zeng, Xuedong Huang:
A Hierarchical Network for Abstractive Meeting Summarization with Cross-Domain Pretraining. 194-203 - Pengshuai Li, Xinsong Zhang, Weijia Jia, Wei Zhao:
Active Testing: An Unbiased Evaluation Method for Distantly Supervised Relation Extraction. 204-211 - Ruiyi Zhang, Changyou Chen, Xinyuan Zhang, Ke Bai, Lawrence Carin:
Semantic Matching via Optimal Partial Transport. 212-222 - Luca Massarelli, Fabio Petroni, Aleksandra Piktus, Myle Ott, Tim Rocktäschel, Vassilis Plachouras, Fabrizio Silvestri, Sebastian Riedel:
How Decoding Strategies Affect the Verifiability of Generated Text. 223-235 - Ranran Haoran Zhang, Qianying Liu, Aysa Xuemo Fan, Heng Ji, Daojian Zeng, Fei Cheng, Daisuke Kawahara, Sadao Kurohashi:
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. 236-246 - Junlin Wang, Jens Tuyls, Eric Wallace, Sameer Singh:
Gradient-based Analysis of NLP Models is Manipulable. 247-258 - Zhiyuan Zhang, Xiaoqian Liu, Yi Zhang, Qi Su, Xu Sun, Bin He:
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models. 259-266 - Masato Mita, Shun Kiyono, Masahiro Kaneko, Jun Suzuki, Kentaro Inui:
A Self-Refinement Strategy for Noise Reduction in Grammatical Error Correction. 267-280 - Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller:
Understanding tables with intermediate pre-training. 281-296 - Luoxin Chen, Xinyue Liu, Weitong Ruan, Jianhua Lu:
Enhance Robustness of Sequence Labelling with Masked Adversarial Training. 297-302 - Orith Toledo-Ronen, Matan Orbach, Yonatan Bilu, Artem Spector, Noam Slonim:
Multilingual Argument Mining: Datasets and Analysis. 303-317 - Wangchunshu Zhou, Tao Ge, Chang Mu, Ke Xu, Furu Wei, Ming Zhou:
Improving Grammatical Error Correction with Machine Translation Pairs. 318-328 - Won-Ik Cho, Young Ki Moon, Sangwhan Moon, Seok Min Kim, Nam Soo Kim:
Machines Getting with the Program: Understanding Intent Arguments of Non-Canonical Directives. 329-339 - Abdullatif Köksal, Arzucan Özgür:
The RELX Dataset and Matching the Multilingual Blanks for Cross-lingual Relation Classification. 340-350 - Giuseppe Russo, Nora Hollenstein, Claudiu Cristian Musat, Ce Zhang:
Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation. 351-366 - Yiming Xu, Lin Chen, Zhongwei Cheng, Lixin Duan, Jiebo Luo:
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation. 367-376 - Tao Jin, Siyu Huang, Yingming Li, Zhongfei Zhang:
Dual Low-Rank Multimodal Fusion. 377-387 - Omnia Zayed, John P. McCrae, Paul Buitelaar:
Contextual Modulation for Relation-Level Metaphor Identification. 388-406 - Xiangci Li, Hairong Liu, Liang Huang:
Context-aware Stand-alone Neural Spelling Correction. 407-414 - Youxuan Jiang, Huaiyu Zhu, Jonathan K. Kummerfeld, Yunyao Li, Walter S. Lasecki:
A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels. 415-421 - Jiyeon Ham, Yo Joong Choe, Kyubyong Park, Ilji Choi, Hyungjoon Soh:
KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding. 422-430 - Yifan Gao, Piji Li, Wei Bi, Xiaojiang Liu, Michael R. Lyu, Irwin King:
Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning. 431-440 - Zhaojiang Lin, Andrea Madotto, Pascale Fung:
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning. 441-459 - Federico López, Michael Strube:
A Fully Hyperbolic Neural Model for Hierarchical Multi-class Classification. 460-475 - Dustin Wright, Isabelle Augenstein:
Claim Check-Worthiness Detection as Positive Unlabelled Learning. 476-488 - François Gardères, Maryam Ziaeefard, Baptiste Abeloos, Freddy Lécué:
ConceptBert: Concept-Aware Representation for Visual Question Answering. 489-498 - Tom Sherborne, Yumo Xu, Mirella Lapata:
Bootstrapping a Crosslingual Semantic Parser. 499-517 - Zhong Zhang, Chongming Gao, Cong Xu, Rui Miao, Qinli Yang, Junming Shao:
Revisiting Representation Degeneration Problem in Language Modeling. 518-527 - Shai Gretz, Yonatan Bilu, Edo Cohen-Karlik, Noam Slonim:
The workweek is the best time to start a family - A Study of GPT-2 Based Claim Generation. 528-544 - John P. Lalor, Hong Yu:
Dynamic Data Selection for Curriculum Learning via Ability Estimation. 545-555 - Alessandro Raganato, Yves Scherrer, Jörg Tiedemann:
Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation. 556-568 - Tzuf Paz-Argaman, Reut Tsarfaty, Gal Chechik, Yuval Atzmon:
ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization. 569-579 - Chuxu Zhang, Lu Yu, Mandana Saebi, Meng Jiang, Nitesh V. Chawla:
Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases. 580-585 - Fanyu Meng, Junlan Feng, Danping Yin, Si Chen, Min Hu:
Sentiment Analysis with Weighted Graph Convolutional Networks. 586-595 - Jinman Zhao, Shawn Zhong, Xiaomin Zhang, Yingyu Liang:
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word Embedding. 596-611 - Yasumasa Onoe, Greg Durrett:
Interpretable Entity Representations through Large-Scale Typing. 612-624 - Xinghua Zhu, Jianzong Wang, Zhenhou Hong, Jing Xiao:
Empirical Studies of Institutional Federated Learning For Natural Language Processing. 625-634 - Weijie Feng, Binbin Liu, Dongpeng Xu, Qilong Zheng, Yun Xu:
NeuReduce: Reducing Mixed Boolean-Arithmetic Expressions by Recurrent Neural Network. 635-644 - Maryam Hashemzadeh, Greta Kaufeld, Martha White, Andrea E. Martin, Alona Fyshe:
From Language to Language-ish: How Brain-Like is an LSTM's Representation of Atypical Language Stimuli? 645-656 - Yiming Cui, Wanxiang Che, Ting Liu, Bing Qin, Shijin Wang, Guoping Hu:
Revisiting Pre-Trained Models for Chinese Natural Language Processing. 657-668 - Juyong Jiang, Jie Zhang, Kai Zhang:
Cascaded Semantic and Positional Self-Attention Network for Document Classification. 669-677 - Minlong Peng, Ruotian Ma, Qi Zhang, Lujun Zhao, Mengxi Wei, Changlong Sun, Xuanjing Huang:
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons. 678-688 - Paulo R. Cavalin, Marisa Vasconcelos, Marcelo Grave, Claudio S. Pinhanez, Victor Henrique Alves Ribeiro:
From Disjoint Sets to Parallel Data to Train Seq2Seq Models for Sentiment Transfer. 689-698 - Jiannan Xiang, Xin Wang, William Yang Wang:
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation. 699-707 - Rodrigo Frassetto Nogueira, Zhiying Jiang, Ronak Pradeep, Jimmy Lin:
Document Ranking with a Pretrained Sequence-to-Sequence Model. 708-718 - Zi Lin, Jeremiah Z. Liu, Zi Yang, Nan Hua, Dan Roth:
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior. 719-730 - Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole:
Rethinking Self-Attention: Towards Interpretability in Neural Parsing. 731-742 - Wasi Uddin Ahmad, Jianfeng Chi, Yuan Tian, Kai-Wei Chang:
PolicyQA: A Reading Comprehension Dataset for Privacy Policies. 743-749 - Takuma Udagawa, Takato Yamazaki, Akiko Aizawa:
A Linguistic Analysis of Visually Grounded Dialogues Based on Spatial Expressions. 750-765 - Su Zhu, Jieyu Li, Lu Chen, Kai Yu:
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. 766-781 - Jialong Tang, Yaojie Lu, Hongyu Lin, Xianpei Han, Le Sun, Xinyan Xiao, Hua Wu:
Syntactic and Semantic-driven Learning for Open Information Extraction. 782-792 - Hengyi Cai, Hongshen Chen, Yonghao Song, Zhuoye Ding, Yongjun Bao, Weipeng Yan, Xiaofang Zhao:
Group-wise Contrastive Learning for Neural Dialogue Generation. 793-802 - Nina Pörner, Ulli Waltinger, Hinrich Schütze:
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT. 803-818 - Chen Zhang, Qiuchi Li, Dawei Song, Benyou Wang:
A Multi-task Learning Framework for Opinion Triplet Extraction. 819-828 - Fayuan Li, Weihua Peng, Yuguang Chen, Quan Wang, Lu Pan, Yajuan Lyu, Yong Zhu:
Event Extraction as Multi-turn Question Answering. 829-838 - Mingzhu Wu, Nafise Sadat Moosavi, Andreas Rücklé, Iryna Gurevych:
Improving QA Generalization by Concurrent Modeling of Multiple Biases. 839-853 - Yen-Chen Wu, Bo-Hsiang Tseng, Milica Gasic:
Actor-Double-Critic: Incorporating Model-Based Critic for Task-Oriented Dialogue Systems. 854-863 - Katja Filippova:
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data. 864-870 - Kosuke Yamada, Tsutomu Hirao, Ryohei Sasano, Koichi Takeda, Masaaki Nagata:
Sequential Span Classification with Neural Semi-Markov CRFs for Biomedical Abstracts. 871-877 - Konstantin Kobs, Tobias Koopmann, Albin Zehe, David Fernes, Philipp Krop, Andreas Hotho:
Where to Submit? Helping Researchers to Choose the Right Venue. 878-883 - Chieh-Yang Chen, Pei-Hsin Wang, Shih-Chieh Chang, Da-Cheng Juan, Wei Wei, Jia-Yu Pan:
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval. 884-897 - Zilong Wang, Mingjie Zhan, Xuebo Liu, Ding Liang:
DocStruct: A Multimodal Method to Extract Hierarchy Structure in Document for General Form Understanding. 898-908 - Yu Cao, Wei Bi, Meng Fang, Dacheng Tao:
Pretrained Language Models for Dialogue Generation with Multiple Input Sources. 909-917 - Rachel Bawden, Biao Zhang, Lisa Yankovskaya, Andre Tättar, Matt Post:
A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing. 918-932 - Saurabh Kulshreshtha, José Luis Redondo García, Ching-Yun Chang:
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study. 933-942 - Michele Corazza, Stefano Menini, Elena Cabrio, Sara Tonelli, Serena Villata:
Hybrid Emoji-Based Masked Language Models for Zero-Shot Abusive Language Detection. 943-949 - Yang Jiao, Jiacheng Li, Jiaman Wu, Dezhi Hong, Rajesh Gupta, Jingbo Shang:
SeNsER: Learning Cross-Building Sensor Metadata Tagger. 950-960 - Ehsan Doostmohammadi, Minoo Nassajian, Adel Rahimi:
Persian Ezafe Recognition Using Transformers and Its Role in Part-Of-Speech Tagging. 961-971 - Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam:
Scene Graph Modification Based on Natural Language Commands. 972-990 - Irene Manotas, Ngoc Phuoc An Vo, Vadim Sheinin:
LiMiT: The Literal Motion in Text Dataset. 991-1000 - Ramón Fernandez Astudillo, Miguel Ballesteros, Tahira Naseem, Austin Blodgett, Radu Florian:
Transition-based Parsing with Stack-Transformers. 1001-1007 - Yiben Yang, Chaitanya Malaviya, Jared Fernandez, Swabha Swayamdipta, Ronan Le Bras, Ji-Ping Wang, Chandra Bhagavatula, Yejin Choi, Doug Downey:
G-DAug: Generative Data Augmentation for Commonsense Reasoning. 1008-1025 - Wenhu Chen, Hanwen Zha, Zhiyu Chen, Wenhan Xiong, Hong Wang, William Yang Wang:
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data. 1026-1036 - Dat Quoc Nguyen, Anh Tuan Nguyen:
PhoBERT: Pre-trained language models for Vietnamese. 1037-1042 - Sujatha Das Gollapalli, Polina Rozenshtein, See-Kiong Ng:
ESTeR: Combining Word Co-occurrences and Word Associations for Unsupervised Emotion Detection. 1043-1056 - Bingfeng Luo, Zuo Bai, Kunfeng Lai, Jianping Shen:
Make Templates Smarter: A Template Based Data2Text System Powered by Text Stitch Model. 1057-1062 - Peng Wu, Bowei Zou, Ridong Jiang, AiTi Aw:
GCDST: A Graph-based and Copy-augmented Multi-domain Dialogue State Tracking. 1063-1073 - Hrituraj Singh, Gaurav Verma, Balaji Vasan Srinivasan:
Incorporating Stylistic Lexical Preferences in Generative Language Models. 1074-1079 - Max Glockner, Ivan Habernal, Iryna Gurevych:
Why do you think that? Exploring faithful sentence-level rationales without supervision. 1080-1095 - Ke Lin, Zhuoxin Gan, Liwei Wang:
Semi-Supervised Learning for Video Captioning. 1096-1106 - Youngbin Ro, Yukyung Lee, Pilsung Kang:
Multi2OIE: Multilingual Open Information Extraction based on Multi-Head Attention with BERT. 1107-1117 - Elgun Jabrayilzade, Selma Tekir:
LGPSolver - Solving Logic Grid Puzzles Automatically. 1118-1123 - Qi Qin, Wenpeng Hu, Bing Liu:
Using the Past Knowledge to Improve Sentiment Classification. 1124-1133 - Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow:
High-order Semantic Role Labeling. 1134-1151 - Johannes Welbl, Pasquale Minervini, Max Bartolo, Pontus Stenetorp, Sebastian Riedel:
Undersensitivity in Neural Reading Comprehension. 1152-1165 - Yudong Zhu, Di Zhou, Jinghui Xiao, Xin Jiang, Xiao Chen, Qun Liu:
HyperText: Endowing FastText with Hyperbolic Geometry. 1166-1171 - Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu, Jingyang Li:
AutoETER: Automated Entity Type Representation with Relation-Aware Attention for Knowledge Graph Embedding. 1172-1181 - Kazuya Kawakami, Luyu Wang, Chris Dyer, Phil Blunsom, Aäron van den Oord:
Learning Robust and Multilingual Speech Representations. 1182-1192 - Martin d'Hoffschmidt, Wacim Belblidia, Quentin Heinrich, Tom Brendlé, Maxime Vidal:
FQuAD: French Question Answering Dataset. 1193-1208 - Hoang Nguyen, Chenwei Zhang, Congying Xia, Philip S. Yu:
Semantic Matching and Aggregation Network for Few-shot Intent Detection. 1209-1218 - Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze:
Quantifying the Contextualization of Word Representations with Semantic Class Probing. 1219-1234 - Justin R. Lovelace, Bobak Mortazavi:
Learning to Generate Clinically Coherent Chest X-Ray Reports. 1235-1243 - Jonathan Mallinson, Aliaksei Severyn, Eric Malmi, Guillermo Garrido:
FELIX: Flexible Text Editing Through Tagging and Insertion. 1244-1255 - Anna Rogers, Isabelle Augenstein:
What Can We Do to Improve Peer Review in NLP? 1256-1262 - Ankur Goswami, Akshata Bhat, Hadar Ohana, Theodoros Rekatsinas:
Unsupervised Relation Extraction from Language Models using Constrained Cloze Completion. 1263-1276 - Kung-Hsiang Huang, Mu Yang, Nanyun Peng:
Biomedical Event Extraction on Graph Edge-conditioned Attention Networks with Hierarchical Knowledge Graphs. 1277-1285 - Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue:
Constraint Satisfaction Driven Natural Language Generation: A Tree Search Embedded MCMC Approach. 1286-1298 - Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Polo Chau, Diyi Yang:
Examining the Ordering of Rhetorical Strategies in Persuasive Requests. 1299-1306 - Matt Gardner, Yoav Artzi, Victoria Basmova, Jonathan Berant, Ben Bogin, Sihao Chen, Pradeep Dasigi, Dheeru Dua, Yanai Elazar, Ananth Gottumukkala, Nitish Gupta, Hannaneh Hajishirzi, Gabriel Ilharco, Daniel Khashabi, Kevin Lin, Jiangming Liu, Nelson F. Liu, Phoebe Mulcaire, Qiang Ning, Sameer Singh, Noah A. Smith, Sanjay Subramanian, Reut Tsarfaty, Eric Wallace, Ally Zhang, Ben Zhou:
Evaluating Models' Local Decision Boundaries via Contrast Sets. 1307-1323 - Ethan C. Chau, Lucy H. Lin, Noah A. Smith:
Parsing with Multilingual BERT, a Small Treebank, and a Small Corpus. 1324-1334 - Nasim Sabetpour, Adithya Kulkarni, Qi Li:
OptSLA: an Optimization-Based Approach for Sequential Label Aggregation. 1335-1340 - Tatsuya Hiraoka, Sho Takase, Kei Uchiumi, Atsushi Keyaki, Naoaki Okazaki:
Optimizing Word Segmentation for Downstream Task. 1341-1351 - Fei Cheng, Masayuki Asahara, Ichiro Kobayashi, Sadao Kurohashi:
Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning. 1352-1357 - Longxuan Ma, Wei-Nan Zhang, Runxin Sun, Ting Liu:
A Compare Aggregate Transformer for Understanding Document-grounded Dialogue. 1358-1367 - Yangsibo Huang, Zhao Song, Danqi Chen, Kai Li, Sanjeev Arora:
TextHide: Tackling Data Privacy for Language Understanding Tasks. 1368-1382 - Hongliang Pan, Zheng Lin, Peng Fu, Yatao Qi, Weiping Wang:
Modeling Intra and Inter-modality Incongruity for Multi-Modal Sarcasm Detection. 1383-1392 - Alex Tamkin, Trisha Singh, Davide Giovanardi, Noah D. Goodman:
Investigating Transferability in Pretrained Language Models. 1393-1401 - Sixing Wu, Ying Li, Dawei Zhang, Zhonghai Wu:
Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues. 1402-1411 - Jia-Chen Gu, Zhen-Hua Ling, Quan Liu, Zhigang Chen, Xiaodan Zhu:
Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots. 1412-1422 - Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie:
Privacy-Preserving News Recommendation Model Learning. 1423-1432 - Wen Tai, H. T. Kung, Xin Dong, Marcus Z. Comiter, Chang-Fu Kuo:
exBERT: Extending Pre-trained Models with Domain-specific Vocabulary Under Constrained Training Resources. 1433-1439 - Naama Tepper, Esther Goldbraich, Naama Zwerdling, George Kour, Ateret Anaby-Tavor, Boaz Carmeli:
Balancing via Generation for Multi-Class Text Classification Improvement. 1440-1452 - Zhengyuan Liu, Ke Shi, Nancy F. Chen:
Conditional Neural Generation using Sub-Aspect Functions for Extractive News Summarization. 1453-1463 - Tianyi Luo, Xingyu Li, Hainan Wang, Yang Liu:
Research Replication Prediction Using Weakly Supervised Learning. 1464-1474 - Jiale Han, Bo Cheng, Xu Wang:
Open Domain Question Answering based on Text Enhanced Knowledge Graph with Hyperedge Infusion. 1475-1481 - Nina Pörner, Ulli Waltinger, Hinrich Schütze:
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA. 1482-1490 - Eyal Ben-David, Orgad Keller, Eric Malmi, Idan Szpektor, Roi Reichart:
Semantically Driven Sentence Fusion: Modeling and Evaluation. 1491-1505 - Wangchunshu Zhou, Tao Ge, Ke Xu:
Pseudo-Bidirectional Decoding for Local Sequence Transduction. 1506-1511 - Huy Vu, Suhaib Abdurahman, Sudeep Bhatia, Lyle H. Ungar:
Predicting Responses to Psychological Questionnaires from Participants' Social Media Posts and Question Text Embeddings. 1512-1524 - Yuval Pinter, Cassandra L. Jacobs, Jacob Eisenstein:
Will it Unblend? 1525-1535 - Zhangyin Feng, Daya Guo, Duyu Tang, Nan Duan, Xiaocheng Feng, Ming Gong, Linjun Shou, Bing Qin, Ting Liu, Daxin Jiang, Ming Zhou:
CodeBERT: A Pre-Trained Model for Programming and Natural Languages. 1536-1547 - Ze Yang, Wei Wu, Can Xu, Xinnian Liang, Jiaqi Bai, Liran Wang, Wei Wang, Zhoujun Li:
StyleDGPT: Stylized Response Generation with Pre-trained Language Models. 1548-1559 - Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Youzheng Wu, Xiaodong He:
Enhancing Automated Essay Scoring Performance via Cohesion Measurement and Combination of Regression and Ranking. 1560-1569 - Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu:
Neural Dialogue State Tracking with Temporally Expressive Networks. 1570-1579 - Marcos C. Lima, Roberta Silva, Felipe Lopes de Souza Mendes, Leonardo Rebouças de Carvalho, Aletéia P. F. Araújo, Flavio de Barros Vidal:
Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach. 1580-1588 - Shuai Lin, Wentao Wang, Zichao Yang, Xiaodan Liang, Frank F. Xu, Eric P. Xing, Zhiting Hu:
Record-to-Text Generation with Style Imitation. 1589-1598 - Qinyuan Ye, Xiao Huang, Elizabeth Boschee, Xiang Ren:
Teaching Machine Comprehension with Compositional Explanations. 1599-1615 - Jiahua Chen, Shuai Wang, Sahisnu Mazumder, Bing Liu:
A Knowledge-driven Approach to Classifying Object and Attribute Coreferences in Opinion Mining. 1616-1626 - Masoud Jalili Sabet, Philipp Dufter, François Yvon, Hinrich Schütze:
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings. 1627-1643 - Francesco Barbieri, José Camacho-Collados, Luis Espinosa Anke, Leonardo Neves:
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification. 1644-1650 - Zhe Zhang, Chung-Wei Hang, Munindar P. Singh:
Octa: Omissions and Conflicts in Target-Aspect Sentiment Analysis. 1651-1662 - Jindrich Libovický, Rudolf Rosa, Alexander Fraser:
On the Language Neutrality of Pre-trained Multilingual Representations. 1663-1674 - Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cécile Paris:
Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media. 1675-1681 - Yatin Chaudhary, Pankaj Gupta, Khushbu Saxena, Vivek Kulkarni, Thomas A. Runkler, Hinrich Schütze:
TopicBERT for Energy Efficient Document Classification. 1682-1690 - Yuanhe Tian, Yan Song, Fei Xia, Tong Zhang:
Improving Constituency Parsing with Span Attention. 1691-1703 - Itzik Malkiel, Oren Barkan, Avi Caciularu, Noam Razin, Ori Katz, Noam Koenigstein:
Optimizing BERT for Unlabeled Text-Based Items Similarity. 1704-1714 - Baohao Liao, Yingbo Gao, Hermann Ney:
Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation. 1715-1724 - Hu Xu, Bing Liu, Lei Shu, Philip S. Yu:
DomBERT: Domain-oriented Language Model for Aspect-based Sentiment Analysis. 1725-1731 - Homero Roman Roman, Yonatan Bisk, Jesse Thomason, Asli Celikyilmaz, Jianfeng Gao:
RMM: A Recursive Mental Model for Dialog Navigation. 1732-1745 - Hancheng Cao, Mengjie Cheng, Zhepeng Cen, Daniel A. McFarland, Xiang Ren:
Will this Idea Spread Beyond Academia? Understanding Knowledge Transfer of Scientific Concepts across Text Corpora. 1746-1757 - Ning Shi, Ziheng Zeng, Haotian Zhang, Yichen Gong:
Recurrent Inference in Text Editing. 1758-1769 - Zhisong Zhang, Xiang Kong, Lori S. Levin, Eduard H. Hovy:
An Empirical Exploration of Local Ordering Pre-training for Structured Learning. 1770-1783 - Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou:
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. 1784-1795 - Yuekai Zhao, Haoran Zhang, Shuchang Zhou, Zhihua Zhang:
Active Learning Approaches to Enhancing Neural Machine Translation: An Empirical Study. 1796-1806 - Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu:
Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling. 1807-1816 - Xin Guo, Yu Tian, Qinghan Xue, Panos Lampropoulos, Steven Eliuk, Kenneth E. Barner, Xiaolong Wang:
Continual Learning Long Short Term Memory. 1817-1822 - Bill Yuchen Lin, Wangchunshu Zhou, Ming Shen, Pei Zhou, Chandra Bhagavatula, Yejin Choi, Xiang Ren:
CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning. 1823-1840 - Brian Lester, Daniel Pressel, Amy Hemmeter, Sagnik Ray Choudhury, Srinivas Bangalore:
Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers. 1841-1848 - Tianze Shi, Chen Zhao, Jordan L. Boyd-Graber, Hal Daumé III, Lillian Lee:
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries. 1849-1864 - Ziyi Yang, Chenguang Zhu, Robert Gmyr, Michael Zeng, Xuedong Huang, Eric Darve:
TED: A Pretrained Unsupervised Summarization Model with Theme Modeling and Denoising. 1865-1874 - Nafis Sadeq, Nafis Tahmid Chowdhury, Farhan Tanvir Utshaw, Shafayat Ahmed, Muhammad Abdullah Adnan:
Improving End-to-End Bangla Speech Recognition with Semi-supervised Training. 1875-1883 - Chaitanya Ahuja, Dong Won Lee, Ryo Ishii, Louis-Philippe Morency:
No Gestures Left Behind: Learning Relationships between Spoken Language and Freeform Gestures. 1884-1895 - Daniel Khashabi, Sewon Min, Tushar Khot, Ashish Sabharwal, Oyvind Tafjord, Peter Clark, Hannaneh Hajishirzi:
UnifiedQA: Crossing Format Boundaries With a Single QA System. 1896-1907 - Tsung-Yen Yang, Andrew S. Lan, Karthik Narasimhan:
Robust and Interpretable Grounding of Spatial References with Relation Networks. 1908-1923 - Allen Nie, Reuben Cohn-Gordon, Christopher Potts:
Pragmatic Issue-Sensitive Image Captioning. 1924-1938 - Chuhan Wu, Fangzhao Wu, Tao Qi, Jianxun Lian, Yongfeng Huang, Xing Xie:
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision. 1939-1944 - Jungsoo Park, Mujeen Sung, Jinhyuk Lee, Jaewoo Kang:
Adversarial Subword Regularization for Robust Neural Machine Translation. 1945-1953 - Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian J. McAuley:
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays. 1954-1960 - Jiale Yu, Yongliang Shen, Xinyin Ma, Chenghao Jia, Chen Chen, Weiming Lu:
SynET: Synonym Expansion using Transitivity. 1961-1970 - Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou, Ke Xu:
Scheduled DropHead: A Regularization Method for Transformer Models. 1971-1980 - Weisheng Zhang, Kaisong Song, Yangyang Kang, Zhongqing Wang, Changlong Sun, Xiaozhong Liu, Shoushan Li, Min Zhang, Luo Si:
Multi-Turn Dialogue Generation in E-Commerce Platform with the Context of Historical Dialogue. 1981-1990 - Hila Gonen, Kellie Webster:
Automatically Identifying Gender Issues in Machine Translation using Perturbations. 1991-1995 - Sara Evensen, Chang Ge, Çagatay Demiralp:
Ruler: Data Programming by Demonstration for Document Labeling. 1996-2005 - Weijia Xu, Xing Niu, Marine Carpuat:
Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation. 2006-2020 - Zhi Cui, Yanran Li, Jiayi Zhang, Jianwei Cui, Chen Wei, Bin Wang:
Focus-Constrained Attention Mechanism for CVAE-based Response Generation. 2021-2030 - Zuyi Bao, Chen Li, Rui Wang:
Chunk-based Chinese Spelling Check with Global Optimization. 2031-2040 - Kang-Min Kim, Bumsu Hyeon, Yeachan Kim, Jun-Hyung Park, SangKeun Lee:
Multi-pretraining for Large-scale Text Classification. 2041-2050 - Paria Jamshid Lou, Mark Johnson:
End-to-End Speech Recognition and Disfluency Removal. 2051-2061 - Chao-Chun Hsu, Shantanu Karnwal, Sendhil Mullainathan, Ziad Obermeyer, Chenhao Tan:
Characterizing the Value of Information in Medical Notes. 2062-2072 - Maxime Peyrard, Robert West:
KLearn: Background Knowledge Inference from Summarization Data. 2073-2085 - Dongha Choi, Hyunju Lee:
Extracting Chemical-Protein Interactions via Calibrated Deep Neural Network and Self-training. 2086-2095 - Zhiyu Chen, Wenhu Chen, Hanwen Zha, Xiyou Zhou, Yunkai Zhang, Sairam Sundaresan, William Yang Wang:
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms. 2096-2111 - Sanjay Subramanian, Lucy Lu Wang, Ben Bogin, Sachin Mehta, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi:
MedICaT: A Dataset of Medical Images, Captions, and Textual References. 2112-2120 - Junsheng Kong, Zhicheng Zhong, Yi Cai, Xin Wu, Da Ren:
TSDG: Content-aware Neural Response Generation with Two-stage Decoding Process. 2121-2126 - Zhao Li, Kewei Tu:
Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders. 2127-2133 - Zhen Wang, Siwei Rao, Jie Zhang, Zhen Qin, Guangjian Tian, Jun Wang:
Diversify Question Generation with Continuous Content Selectors and Question Type Modeling. 2134-2143 - Wilhelmina Nekoto, Vukosi Marivate, Tshinondiwa Matsila, Timi E. Fasubaa, Taiwo Fagbohungbe, Solomon Oluwole Akinola, Shamsuddeen Hassan Muhammad, Salomon Kabongo Kabenamualu, Salomey Osei, Freshia Sackey, Rubungo Andre Niyongabo, Ricky Macharm, Perez Ogayo, Orevaoghene Ahia, Musie Meressa Berhe, Mofetoluwa Adeyemi, Masabata Mokgesi-Selinga, Lawrence Okegbemi, Laura Martinus, Kolawole Tajudeen, Kevin Degila, Kelechi Ogueji, Kathleen Siminyu, Julia Kreutzer, Jason Webster, Jamiil Toure Ali, Jade Z. Abbott, Iroro Orife, Ignatius Ezeani, Idris Abdulkabir Dangana, Herman Kamper, Hady Elsahar, Goodness Duru, Ghollah Kioko, Espoir Murhabazi, Elan Van Biljon, Daniel Whitenack, Christopher Onyefuluchi, Chris Chinenye Emezue, Bonaventure F. P. Dossou, Blessing K. Sibanda, Blessing Itoro Bassey, Ayodele Olabiyi, Arshath Ramkilowan, Alp Öktem, Adewale Akinfaderin, Abdallah Bashir:
Participatory Research for Low-resourced Machine Translation: A Case Study in African Languages. 2144-2160 - Matthew Henderson, Iñigo Casanueva, Nikola Mrksic, Pei-Hao Su, Tsung-Hsien Wen, Ivan Vulic:
ConveRT: Efficient and Accurate Conversational Representations from Transformers. 2161-2174 - Ke Wang, Jiayi Wang, Niyu Ge, Yangbin Shi, Yu Zhao, Kai Fan:
Computer Assisted Translation with Neural Quality Estimation and Auotmatic Post-Editing. 2175-2186 - Po-Nien Kung, Tse-Hsuan Yang, Yi-Cheng Chen, Sheng-Siang Yin, Yun-Nung Chen:
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering. 2187-2197 - Marco Damonte, Ida Szubert, Shay B. Cohen, Mark Steedman:
The Role of Reentrancies in Abstract Meaning Representation Parsing. 2198-2207 - Daeun Lee, Soyoung Park, Jiwon Kang, Daejin Choi, Jinyoung Han:
Cross-Lingual Suicidal-Oriented Word Embedding toward Suicide Prevention. 2208-2217 - Wangsu Hu, Jilei Tian:
Service-oriented Text-to-SQL Parsing. 2218-2222 - Toru Nishino, Ryota Ozaki, Yohei Momoki, Tomoki Taniguchi, Ryuji Kano, Norihisa Nakano, Yuki Tagawa, Motoki Taniguchi, Tomoko Ohkuma, Keigo Nakamura:
Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation. 2223-2236 - Zheng Zhao, Shay B. Cohen, Bonnie Webber:
Reducing the Frequency of Hallucinated Quantities in Abstractive Summaries. 2237-2249 - Magnus Sahlgren:
Rethinking Topic Modelling: From Document-Space to Term-Space. 2250-2259 - Bokyung Son, Sungwon Lyu:
Sparse and Decorrelated Representations for Stable Zero-shot NMT. 2260-2266 - Deepak Gupta, Asif Ekbal, Pushpak Bhattacharyya:
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning. 2267-2280 - Bin He, Di Zhou, Jinghui Xiao, Xin Jiang, Qun Liu, Nicholas Jing Yuan, Tong Xu:
Integrating Graph Contextualized Knowledge into Pre-trained Language Models. 2281-2290 - Shawn Tan, Yikang Shen, Alessandro Sordoni, Aaron C. Courville, Timothy J. O'Donnell:
Recursive Top-Down Production for Sentence Generation with Latent Trees. 2291-2307 - Ziming Li, Sungjin Lee, Baolin Peng, Jinchao Li, Julia Kiseleva, Maarten de Rijke, Shahin Shayandeh, Jianfeng Gao:
Guided Dialogue Policy Learning without Adversarial Learning in the Loop. 2308-2317 - Mauajama Firdaus, Nidhi Thakur, Asif Ekbal:
MultiDM-GCN: Aspect-Guided Response Generation in Multi-Domain Multi-Modal Dialogue System using Graph Convolution Network. 2318-2328 - Shiyao Cui, Bowen Yu, Tingwen Liu, Zhenyu Zhang, Xuebin Wang, Jinqiao Shi:
Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation. 2329-2339 - Kunal Chawla, Diyi Yang:
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization. 2340-2354 - Lingjuan Lyu, Xuanli He, Yitong Li:
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness. 2355-2365 - Farzana Rashid, Tommaso Fornaciari, Dirk Hovy, Eduardo Blanco, Fernando Vega-Redondo:
Helpful or Hierarchical? Predicting the Communicative Strategies of Chat Participants, and their Impact on Success. 2366-2371 - Andrea Madotto, Samuel Cahyawijaya, Genta Indra Winata, Yan Xu, Zihan Liu, Zhaojiang Lin, Pascale Fung:
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems. 2372-2394 - Zhenghao Liu, Chenyan Xiong, Zhuyun Dai, Si Sun, Maosong Sun, Zhiyuan Liu:
Generalizing Open Domain Fact Extraction and Verification to COVID-FACT thorough In-Domain Language Modeling. 2395-2400 - Weizhen Qi, Yu Yan, Yeyun Gong, Dayiheng Liu, Nan Duan, Jiusheng Chen, Ruofei Zhang, Ming Zhou:
ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training. 2401-2410 - Yue Cao, Xiaojun Wan:
DivGAN: Towards Diverse Paraphrase Generation via Diversified Generative Adversarial Network. 2411-2421 - Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung:
Plug-and-Play Conversational Models. 2422-2433 - Xianchao Wu:
Event-Driven Learning of Systematic Behaviours in Stock Markets. 2434-2444 - Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy:
You could have said that instead: Improving Chatbots with Natural Language Feedback. 2445-2453 - Berfin Aktas, Veronika Solopova, Annalena Kohnert, Manfred Stede:
Adapting Coreference Resolution to Twitter Conversations. 2454-2460 - Chantal Amrhein, Rico Sennrich:
On Romanization for Model Transfer Between Scripts in Neural Machine Translation. 2461-2469 - Deepanway Ghosal, Navonil Majumder, Alexander F. Gelbukh, Rada Mihalcea, Soujanya Poria:
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations. 2470-2481 - Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant:
Improving Compositional Generalization in Semantic Parsing. 2482-2495 - Revanth Gangi Reddy, Md. Arafat Sultan, Efsun Sarioglu Kayi, Rong Zhang, Vittorio Castelli, Avirup Sil:
Answer Span Correction in Machine Reading Comprehension. 2496-2501 - Marius Mosbach, Anna Khokhlova, Michael A. Hedderich, Dietrich Klakow:
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers. 2502-2516 - Zonghai Yao, Liangliang Cao, Huapu Pan:
Zero-shot Entity Linking with Efficient Long Range Sequence Modeling. 2517-2522 - Jian Liu, Yubo Chen, Kang Liu, Yantao Jia, Zhicheng Sheng:
How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization. 2523-2532 - Biao Zhang, Ivan Titov, Barry Haddow, Rico Sennrich:
Adaptive Feature Selection for End-to-End Speech Translation. 2533-2544 - Hanqi Jin, Xiaojun Wan:
Abstractive Multi-Document Summarization via Joint Learning with Single-Document Summarization. 2545-2554 - Jiezhong Qiu, Hao Ma, Omer Levy, Wen-tau Yih, Sinong Wang, Jie Tang:
Blockwise Self-Attention for Long Document Understanding. 2555-2565 - Fanghua Ye, Jarana Manotumruksa, Emine Yilmaz:
Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling. 2566-2575 - Zhen Wu, Chengcan Ying, Fei Zhao, Zhifang Fan, Xinyu Dai, Rui Xia:
Grid Tagging Scheme for End-to-End Fine-grained Opinion Extraction. 2576-2585 - Chengyue Jiang, Zhonglin Nian, Kaihao Guo, Shanbo Chu, Yinggong Zhao, Libin Shen, Kewei Tu:
Learning Numeral Embedding. 2586-2599 - Zechuan Hu, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
An Investigation of Potential Function Designs for Neural CRF. 2600-2609 - Cheoneum Park, Jamin Shin, Sungjoon Park, Joonho Lim, Changki Lee:
Fast End-to-end Coreference Resolution for Korean. 2610-2624 - Thomas Scialom, Serra Sinem Tekiroglu, Jacopo Staiano, Marco Guerini:
Toward Stance-based Personas for Opinionated Dialogues. 2625-2635 - Emile Chapuis, Pierre Colombo, Matteo Manica, Matthieu Labeau, Chloé Clavel:
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog. 2636-2648 - Zihan Wang, Karthikeyan K, Stephen Mayhew, Dan Roth:
Extending Multilingual BERT to Low-Resource Languages. 2649-2656 - Marjan Albooyeh, Rishab Goel, Seyed Mehran Kazemi:
Out-of-Sample Representation Learning for Knowledge Graphs. 2657-2666 - Tejas Srinivasan, Ramon Sanabria, Florian Metze, Desmond Elliott:
Fine-Grained Grounding for Multimodal Speech Recognition. 2667-2677 - Eyal Shnarch, Leshem Choshen, Guy Moshkowich, Ranit Aharonov, Noam Slonim:
Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains. 2678-2697 - Bertrand Higy, Desmond Elliott, Grzegorz Chrupala:
Textual supervision for visually grounded spoken language understanding. 2698-2709 - Tomasz Limisiewicz, David Marecek, Rudolf Rosa:
Universal Dependencies according to BERT: both more specific and more general. 2710-2722 - Masayasu Muraoka, Tetsuya Nasukawa, Bishwaranjan Bhattacharjee:
Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment. 2723-2735 - Sashank Santhanam, Zhuo Cheng, Brodie Mather, Bonnie J. Dorr, Archna Bhatia, Bryanna Hebenstreit, Alan Zemel, Adam Dalton, Tomek Strzalkowski, Samira Shaikh:
Learning to Plan and Realize Separately for Open-Ended Dialogue Systems. 2736-2750 - Sandro Pezzelle, Claudio Greco, Greta Gandolfi, Eleonora Gualdoni, Raffaella Bernardi:
Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision. 2751-2767 - Peng Shi, He Bai, Jimmy Lin:
Cross-Lingual Training of Neural Models for Document Ranking. 2768-2773 - Vasileios Lioutas, Ahmad Rashid, Krtin Kumar, Md. Akmal Haidar, Mehdi Rezagholizadeh:
Improving Word Embedding Factorization for Compression using Distilled Nonlinear Neural Decomposition. 2774-2784 - Jiazhao Li, Corey A. Lester, Xinyan Zhao, Yuting Ding, Yun Jiang, V. G. Vinod Vydiswaran:
PharmMT: A Neural Machine Translation Approach to Simplify Prescription Directions. 2785-2796 - Naomi Saphra, Adam Lopez:
LSTMS Compose - and Learn - Bottom-Up. 2797-2809 - Ana Marasovic, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi:
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs. 2810-2829 - Alvin Dey, Tanya Chowdhury, Yash Kumar Atri, Tanmoy Chakraborty:
Corpora Evaluation and System Bias detection in Multi Document Summarization. 2830-2840 - Shucheng Li, Lingfei Wu, Shiwei Feng, Fangli Xu, Fengyuan Xu, Sheng Zhong:
Graph-to-Tree Neural Networks for Learning Structured Input-Output Translation with Applications to Semantic Parsing and Math Word Problem. 2841-2852 - Marie-Anne Lachaux, Armand Joulin, Guillaume Lample:
Target Conditioning for One-to-Many Generation. 2853-2862 - Shailza Jolly, Shubham Kapoor:
Can Pre-training help VQA with Lexical Variations? 2863-2868 - Ramakanth Pasunuru, Mohit Bansal:
FENAS: Flexible and Expressive Neural Architecture Search. 2869-2876 - Chelsea Tanchip, Lei Yu, Aotao Xu, Yang Xu:
Inferring symmetry in natural language. 2877-2886 - Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang:
A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder. 2887-2897 - Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, Ion Androutsopoulos:
LEGAL-BERT: "Preparing the Muppets for Court'". 2898-2904 - Heng Gong, Wei Bi, Xiaocheng Feng, Bing Qin, Xiaojiang Liu, Ting Liu:
Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification. 2905-2914 - Yu Cheng, Zhe Gan, Yizhe Zhang, Oussama Elachqar, Dianqi Li, Jingjing Liu:
Contextual Text Style Transfer. 2915-2924 - Jiecao Chen, Liu Yang, Karthik Raman, Michael Bendersky, Jung-Jung Yeh, Yun Zhou, Marc Najork, Danyang Cai, Ehsan Emadzadeh:
DiPair: Fast and Accurate Distillation for Trillion-ScaleText Matching and Pair Modeling. 2925-2937 - Lu Liu, Yi Zhou, Jianhan Xu, Xiaoqing Zheng, Kai-Wei Chang, Xuanjing Huang:
Cross-Lingual Dependency Parsing by POS-Guided Word Reordering. 2938-2948 - Emanuele La Malfa, Min Wu, Luca Laurenti, Benjie Wang, Anthony Hartshorn, Marta Kwiatkowska:
Assessing Robustness of Text Classification through Maximal Safe Radius Computation. 2949-2968 - Debjit Paul, Anette Frank:
Social Commonsense Reasoning with Multi-Head Knowledge Attention. 2969-2980 - Erik Ekstedt, Gabriel Skantze:
TurnGPT: a Transformer-based Language Model for Predicting Turn-taking in Spoken Dialog. 2981-2990 - Mika Juuti, Tommi Gröndahl, Adrian Flanagan, N. Asokan:
A little goes a long way: Improving toxic language classification despite data scarcity. 2991-3009 - Daivik Swarup, Ahsaas Bajaj, Sheshera Mysore, Tim O'Gorman, Rajarshi Das, Andrew McCallum:
An Instance Level Approach for Shallow Semantic Parsing in Scientific Procedural Text. 3010-3017 - Jingfei Du, Myle Ott, Haoran Li, Xing Zhou, Veselin Stoyanov:
General Purpose Text Embeddings from Pre-trained Language Models for Scalable Inference. 3018-3030 - Christopher Clark, Mark Yatskar, Luke Zettlemoyer:
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles. 3031-3045 - Xusen Yin, Ralph M. Weischedel, Jonathan May:
Learning to Generalize for Sequential Decision Making. 3046-3063 - Markus Zlabinger, Marta Sabou, Sebastian Hofstätter, Allan Hanbury:
Effective Crowd-Annotation of Participants, Interventions, and Outcomes in the Text of Clinical Trial Reports. 3064-3074 - Vipul Raheja, Dimitris Alikaniotis:
Adversarial Grammatical Error Correction. 3075-3087 - Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze:
On Long-Tailed Phenomena in Neural Machine Translation. 3088-3095 - Carel van Niekerk, Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi, Milica Gasic:
Knowing What You Know: Calibrating Dialogue Belief State Distributions via Ensembles. 3096-3102 - Giorgos Vernikos, Katerina Margatina, Alexandra Chronopoulou, Ion Androutsopoulos:
Domain Adversarial Fine-Tuning as an Effective Regularizer. 3103-3112 - Ishan Jindal, Yunyao Li, Siddhartha Brahma, Huaiyu Zhu:
CLAR: A Cross-Lingual Argument Regularizer for Semantic Role Labeling. 3113-3125 - Seungjae Shin, Kyungwoo Song, JoonHo Jang, Hyemi Kim, Weonyoung Joo, Il-Chul Moon:
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation. 3126-3140 - Grigorii Guz, Giuseppe Carenini:
Towards Domain-Independent Text Structuring Trainable on Large Discourse Treebanks. 3141-3152 - Jing Gu, Zhou Yu:
Data Annealing for Informal Language Understanding Tasks. 3153-3159 - Xavier Garcia, Pierre Foret, Thibault Sellam, Ankur P. Parikh:
A Multilingual View of Unsupervised Machine Translation. 3160-3170 - Ashjan Alsulaimani, Erwan Moreau, Carl Vogel:
An Evaluation Method for Diachronic Word Sense Induction. 3171-3180 - Rui Wang, Shijing Si, Guoyin Wang, Lei Zhang, Lawrence Carin, Ricardo Henao:
Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning. 3181-3186 - Bingbing Li, Zhenglun Kong, Tianyun Zhang, Ji Li, Zhengang Li, Hang Liu, Caiwen Ding:
Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning. 3187-3199 - Zorik Gekhman, Roee Aharoni, Genady Beryozkin, Markus Freitag, Wolfgang Macherey:
KoBE: Knowledge-Based Machine Translation Evaluation. 3200-3207 - Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos:
Pushing the Limits of AMR Parsing with Self-Learning. 3208-3214 - Travis R. Goodwin, Max E. Savery, Dina Demner-Fushman:
Towards Zero Shot Conditional Summarization with Adaptive Multi-task Fine-Tuning. 3215-3226 - Xuelu Chen, Muhao Chen, Changjun Fan, Ankith Uppunda, Yizhou Sun, Carlo Zaniolo:
Multilingual Knowledge Graph Completion via Ensemble Knowledge Transfer. 3227-3238 - Emily Sheng, Kai-Wei Chang, Prem Natarajan, Nanyun Peng:
Towards Controllable Biases in Language Generation. 3239-3254 - Pieter Delobelle, Thomas Winters, Bettina Berendt:
RobBERT: a Dutch RoBERTa-based Language Model. 3255-3265 - Junmo Kang, Giwon Hong, Haritz Puerto San Roman, Sung-Hyon Myaeng:
Regularization of Distinct Strategies for Unsupervised Question Generation. 3266-3277 - Alireza Mohammadshahi, James Henderson:
Graph-to-Graph Transformer for Transition-based Dependency Parsing. 3278-3289 - Piotr Szymanski, Piotr Zelasko, Mikolaj Morzy, Adrian Szymczak, Marzena Zyla-Hoppe, Joanna Banaszczak, Lukasz Augustyniak, Jan Mizgajski, Yishay Carmiel:
WER we are and WER we think we are. 3290-3295 - Yiwei Luo, Dallas Card, Dan Jurafsky:
DeSMOG: Detecting Stance in Media On Global Warming. 3296-3315 - Avi Shmidman, Joshua Guedalia, Shaltiel Shmidman, Moshe Koppel, Reut Tsarfaty:
A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration. 3316-3326 - Zhiheng Huang, Davis Liang, Peng Xu, Bing Xiang:
Improve Transformer Models with Better Relative Position Embeddings. 3327-3335 - Lin Qiao, Jianhao Yan, Fandong Meng, Zhendong Yang, Jie Zhou:
A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph. 3336-3344 - Dheeraj Rajagopal, Niket Tandon, Peter Clark, Bhavana Dalvi, Eduard H. Hovy:
What-if I ask you to explain: Explaining the effects of perturbations in procedural text. 3345-3355 - Samuel Gehman, Suchin Gururangan, Maarten Sap, Yejin Choi, Noah A. Smith:
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models. 3356-3369 - Zonglin Yang, Xinya Du, Alexander M. Rush, Claire Cardie:
Improving Event Duration Prediction via Time-aware Pre-training. 3370-3378 - Congying Xia, Caiming Xiong, Philip S. Yu, Richard Socher:
Composed Variational Natural Language Generation for Few-shot Intents. 3379-3388 - Jiho Noh, Ramakanth Kavuluru:
Document Reranking for Precision Medicine with Neural Matching and Faceted Summarization. 3389-3399 - Stephen Mussmann, Robin Jia, Percy Liang:
On the Importance of Adaptive Data Collection for Extremely Imbalanced Pairwise Tasks. 3400-3413 - Susmitha Wunnava, Xiao Qin, Tabassum Kakar, Xiangnan Kong, Elke A. Rundensteiner:
A Dual-Attention Network for Joint Named Entity Recognition and Sentence Classification of Adverse Drug Events. 3414-3423 - Nora Kassner, Hinrich Schütze:
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA. 3424-3430 - Zhao Wang, Aron Culotta:
Identifying spurious correlations for robust text classification. 3431-3440 - Yichen Jiang, Shikha Bordia, Zheng Zhong, Charles Dognin, Maneesh Kumar Singh, Mohit Bansal:
HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification. 3441-3460 - Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings:
Continual Learning for Natural Language Generation in Task-oriented Dialog Systems. 3461-3474 - Tao Li, Daniel Khashabi, Tushar Khot, Ashish Sabharwal, Vivek Srikumar:
UNQOVERing Stereotypical Biases via Underspecified Questions. 3475-3489 - Chandan Akiti, Anna Cinzia Squicciarini, Sarah Michele Rajtmajer:
A Semantics-based Approach to Disclosure Classification in User-Generated Online Content. 3490-3499 - Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel:
Mining Knowledge for Natural Language Inference from Wikipedia Categories. 3500-3511 - Hai Hu, Kyle Richardson, Liang Xu, Lu Li, Sandra Kübler, Lawrence S. Moss:
OCNLI: Original Chinese Natural Language Inference. 3512-3526 - Dejiao Zhang, Ramesh Nallapati, Henghui Zhu, Feng Nan, Cícero Nogueira dos Santos, Kathleen R. McKeown, Bing Xiang:
Unsupervised Domain Adaptation for Cross-lingual Text Labeling. 3527-3536 - Ziming Li, Julia Kiseleva, Maarten de Rijke:
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems. 3537-3546 - Krunal Shah, Nitish Gupta, Dan Roth:
What do we expect from Multiple-choice QA Systems? 3547-3553 - Jie Ma, Shuai Wang, Rishita Anubhai, Miguel Ballesteros, Yaser Al-Onaizan:
Resource-Enhanced Neural Model for Event Argument Extraction. 3554-3559 - Luyu Gao, Xinyi Wang, Graham Neubig:
Improving Target-side Lexical Transfer in Multilingual Neural Machine Translation. 3560-3566 - Federico Fancellu, Ákos Kádár, Ran Zhang, Afsaneh Fazly:
Accurate Polyglot Semantic Parsing With DAG Grammars. 3567-3580 - Wen Zheng, Natasa Milic-Frayling, Ke Zhou:
Approximation of Response Knowledge Retrieval in Knowledge-grounded Dialogue Generation. 3581-3591 - Tanya Goyal, Greg Durrett:
Evaluating Factuality in Generation with Dependency-level Entailment. 3592-3603 - Giannis Karamanolakis, Daniel Hsu, Luis Gravano:
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher. 3604-3622 - Orianna Demasi, Yu Li, Zhou Yu:
A Multi-Persona Chatbot for Hotline Counselor Training. 3623-3636 - Harsh Jhamtani, Taylor Berg-Kirkpatrick:
Narrative Text Generation with a Latent Discrete Plan. 3637-3650 - Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen:
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. 3651-3661 - Jie He, Tao Wang, Deyi Xiong, Qun Liu:
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation. 3662-3672 - Ziyan Yang, Leticia Pinto-Alva, Franck Dernoncourt, Vicente Ordonez:
Using Visual Feature Space as a Pivot Across Languages. 3673-3678 - Yiran Chen, Pengfei Liu, Ming Zhong, Zi-Yi Dou, Danqing Wang, Xipeng Qiu, Xuanjing Huang:
An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems. 3679-3691 - Matthew Jörke, Jon Gillick, Matthew Sims, David Bamman:
Attending to Long-Distance Document Context for Sequence Labeling. 3692-3704 - Lingyong Yan, Xianpei Han, Ben He, Le Sun:
Global Bootstrapping Neural Network for Entity Set Expansion. 3705-3714 - Bernal Jimenez Gutierrez, Jucheng Zeng, Dongdong Zhang, Ping Zhang, Yu Su:
Document Classification for COVID-19 Literature. 3715-3722 - Adyasha Maharana, Mohit Bansal:
Adversarial Augmentation Policy Search for Domain and Cross-Lingual Generalization in Reading Comprehension. 3723-3738 - Wendi Ren, Yinghao Li, Hanting Su, David Kartchner, Cassie S. Mitchell, Chao Zhang:
Denoising Multi-Source Weak Supervision for Neural Text Classification. 3739-3754 - Anirudh Joshi, Namit Katariya, Xavier Amatriain, Anitha Kannan:
Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. 3755-3763 - Zhichao Yang, Hong Yu:
Generating Accurate EHR Assessment from Medical Graph. 3764-3773 - Keith Harrigian, Carlos Aguirre, Mark Dredze:
Do Models of Mental Health Based on Social Media Data Generalize? 3774-3788 - Yi-An Lai, Garima Lalwani, Yi Zhang:
Context Analysis for Pre-trained Masked Language Models. 3789-3804 - Lei Shu, Alexandros Papangelis, Yi-Chia Wang, Gökhan Tür, Hu Xu, Zhaleh Feizollahi, Bing Liu, Piero Molino:
Controllable Text Generation with Focused Variation. 3805-3817 - Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh, Gargi Sawhney, Anmol Shukla, Keerthi Kumar Kallur, Nathanael Chambers, Niranjan Balasubramanian:
Modeling Preconditions in Text with a Crowd-sourced Dataset. 3818-3828 - John X. Morris, Eli Lifland, Jack Lanchantin, Yangfeng Ji, Yanjun Qi:
Reevaluating Adversarial Examples in Natural Language. 3829-3839 - Ming Zhu, Aman Ahuja, Da-Cheng Juan, Wei Wei, Chandan K. Reddy:
Question Answering with Long Multiple-Span Answers. 3840-3849 - Zhiying Jiang, Raphael Tang, Ji Xin, Jimmy Lin:
Inserting Information Bottleneck for Attribution in Transformers. 3850-3857 - Salvador Medina Maza, Evangelia Spiliopoulou, Eduard H. Hovy, Alexander G. Hauptmann:
Event-Related Bias Removal for Real-time Disaster Events. 3858-3868 - Md Mosharaf Hossain, Antonios Anastasopoulos, Eduardo Blanco, Alexis Palmer:
It's not a Non-Issue: Negation as a Source of Error in Machine Translation. 3869-3885 - Mingbo Ma, Baigong Zheng, Kaibo Liu, Renjie Zheng, Hairong Liu, Kainan Peng, Kenneth Church, Liang Huang:
Incremental Text-to-Speech Synthesis with Prefix-to-Prefix Framework. 3886-3896 - Praveen Kumar Bodigutla, Aditya Tiwari, Spyros Matsoukas, Josep Valls-Vargas, Lazaros Polymenakos:
Joint Turn and Dialogue level User Satisfaction Estimation on Mulit-Domain Conversations. 3897-3909 - Hyounghun Kim, Abhaysinh Zala, Graham Burri, Hao Tan, Mohit Bansal:
ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments. 3910-3927 - Renjie Zheng, Mingbo Ma, Baigong Zheng, Kaibo Liu, Jiahong Yuan, Kenneth Church, Liang Huang:
Fluent and Low-latency Simultaneous Speech-to-Speech Translation with Self-adaptive Training. 3928-3937 - Xiaohan Yu, Quzhe Huang, Zheng Wang, Yansong Feng, Dongyan Zhao:
Towards Context-Aware Code Comment Generation. 3938-3947 - Lu Zhang, Mo Yu, Tian Gao, Yue Yu:
MCMH: Learning Multi-Chain Multi-Hop Rules for Knowledge Graph Reasoning. 3948-3954 - Thamme Gowda, Jonathan May:
Finding the Optimal Vocabulary Size for Neural Machine Translation. 3955-3964 - Danish Pruthi, Bhuwan Dhingra, Graham Neubig, Zachary C. Lipton:
Weakly- and Semi-supervised Evidence Extraction. 3965-3970 - Vaibhav Kumar, Jamie Callan:
Making Information Seeking Easier: An Improved Pipeline for Conversational Search. 3971-3980 - Xinting Huang, Jianzhong Qi, Yu Sun, Rui Zhang:
Generalizable and Explainable Dialogue Generation via Explicit Action Learning. 3981-3991 - Xinyu Wang, Yong Jiang, Nguyen Bach, Tao Wang, Zhongqiang Huang, Fei Huang, Kewei Tu:
More Embeddings, Better Sequence Labelers? 3992-4006 - Sahil Shah, Vihari Piratla, Soumen Chakrabarti, Sunita Sarawagi:
NLP Service APIs and Models for Efficient Registration of New Clients. 4007-4012 - Jatin Ganhotra, Robert Moore, Sachindra Joshi, Kahini Wadhawan:
Effects of Naturalistic Variation in Goal-Oriented Dialog. 4013-4020 - Srikala Murugan, Dhivya Chinnappa, Eduardo Blanco:
Determining Event Outcomes: The Case of #fail. 4021-4033 - Faisal Ladhak, Esin Durmus, Claire Cardie, Kathleen R. McKeown:
WikiLingua: A New Benchmark Dataset for Multilingual Abstractive Summarization. 4034-4048 - Jie Zhao, Huan Sun:
Adversarial Training for Code Retrieval with Question-Description Relevance Regularization. 4049-4059 - Gyuwan Kim, Tae-Hwan Jung:
Large Product Key Memory for Pre-trained Language Models. 4060-4069 - Siddharth Vashishtha, Adam Poliak, Yash Kumar Lal, Benjamin Van Durme, Aaron Steven White:
Temporal Reasoning in Natural Language Inference. 4070-4078 - Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen:
A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese. 4079-4085 - Costanza Conforti, Jakob Berndt, Mohammad Taher Pilehvar, Chryssi Giannitsarou, Flavio Toxvaerd, Nigel Collier:
STANDER: An Expert-Annotated Dataset for News Stance Detection and Evidence Retrieval. 4086-4101 - Maria Janina Sarol, Ly Dinh, Rezvaneh Rezapour, Chieh-Li Chin, Pingjing Yang, Jana Diesner:
An Empirical Methodology for Detecting and Prioritizing Needs during Crisis Events. 4102-4107 - Umanga Bista, Alexander Patrick Mathews, Aditya Krishna Menon, Lexing Xie:
SupMMD: A Sentence Importance Model for Extractive Summarisation using Maximum Mean Discrepancy. 4108-4122 - Yi Huang, Junlan Feng, Shuo Ma, Xiaoyu Du, Xiaoting Wu:
Towards Low-Resource Semi-Supervised Dialogue Generation with Meta-Learning. 4123-4128 - Peifeng Wang, Nanyun Peng, Filip Ilievski, Pedro A. Szekely, Xiang Ren:
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering. 4129-4140 - Xuguang Wang, Linjun Shou, Ming Gong, Nan Duan, Daxin Jiang:
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension. 4141-4150 - Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita:
Reference Language based Unsupervised Neural Machine Translation. 4151-4162 - Xiaoqi Jiao, Yichun Yin, Lifeng Shang, Xin Jiang, Xiao Chen, Linlin Li, Fang Wang, Qun Liu:
TinyBERT: Distilling BERT for Natural Language Understanding. 4163-4174 - Alvin Chan, Yi Tay, Yew-Soon Ong, Aston Zhang:
Poison Attacks against Text Datasets with Conditional Adversarially Regularized Autoencoder. 4175-4189 - Asiye Tuba Koksal, Ozge Bozal, Emre Yürekli, Gizem Gezici:
#Turki$hTweets: A Benchmark Dataset for Turkish Text Correction. 4190-4198 - Yvette Graham, Christian Federmann, Maria Eskevich, Barry Haddow:
Assessing Human-Parity in Machine Translation on the Segment Level. 4199-4207 - Harris Chan, Jamie Kiros, William Chan:
Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels. 4208-4220 - Yongchao Deng, Hongfei Yu, Heng Yu, Xiangyu Duan, Weihua Luo:
Factorized Transformer for Multi-Domain Neural Machine Translation. 4221-4230 - Yuyang Nie, Yuanhe Tian, Yan Song, Xiang Ao, Xiang Wan:
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information. 4231-4245 - Alex Henry, Prudhvi Raj Dachapally, Shubham Shantaram Pawar, Yuxuan Chen:
Query-Key Normalization for Transformers. 4246-4253 - Lukasz Borchmann, Dawid Wisniewski, Andrzej Gretkowski, Izabela Kosmala, Dawid Jurkiewicz, Lukasz Szalkiewicz, Gabriela Palka, Karol Kaczmarek, Agnieszka Kaliska, Filip Gralinski:
Contract Discovery: Dataset and a Few-shot Semantic Retrieval Challenge with Competitive Baselines. 4254-4268 - Shoetsu Sato, Jin Sakuma, Naoki Yoshinaga, Masashi Toyoda, Masaru Kitsuregawa:
Vocabulary Adaptation for Domain Adaptation in Neural Machine Translation. 4269-4279 - Peiqin Lin, Meng Yang:
A Shared-Private Representation Model with Coarse-to-Fine Extraction for Target Sentiment Analysis. 4280-4289 - Wei-Fan Chen, Khalid Al Khatib, Benno Stein, Henning Wachsmuth:
Detecting Media Bias in News Articles using Gaussian Bias Distributions. 4290-4300 - Javid Ebrahimi, Dhruv Gelda, Wei Zhang:
How Can Self-Attention Networks Recognize Dyck-n Languages? 4301-4306 - Qiang Wang, Tong Xiao, Jingbo Zhu:
Training Flexible Depth Model by Multi-Task Learning for Neural Machine Translation. 4307-4312 - Girishkumar Ponkiya, V. Rudra Murthy, Pushpak Bhattacharyya, Girish Keshav Palshikar:
Looking inside Noun Compounds: Unsupervised Prepositional and Free Paraphrasing using Language Models. 4313-4323 - Stefan Daniel Dumitrescu, Andrei-Marius Avram, Sampo Pyysalo:
The birth of Romanian BERT. 4324-4328 - Hang Yan, Xiaonan Li, Xipeng Qiu, Bocao Deng:
BERT for Monolingual and Cross-Lingual Reverse Dictionary. 4329-4338 - Wietse de Vries, Andreas van Cranenburgh, Malvina Nissim:
What's so special about BERT's layers? A closer look at the NLP pipeline in monolingual and multilingual models. 4339-4350 - Peter Hase, Shiyue Zhang, Harry Xie, Mohit Bansal:
Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language? 4351-4367 - Amit Seker, Reut Tsarfaty:
A Pointer Network Architecture for Joint Morphological Segmentation and Tagging. 4368-4378 - Wanqing Cui, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng:
Beyond Language: Learning Commonsense from Images for Reasoning. 4379-4389 - Ho-Lam Chung, Ying-Hong Chan, Yao-Chung Fan:
A BERT-based Distractor Generation Scheme with Multi-tasking and Negative Answer Training Strategies. 4390-4400 - Shayne Longpre, Yu Wang, Chris DuBois:
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers? 4401-4411 - Peter A. Jansen:
Visually-Grounded Planning without Vision: Language Models Infer Detailed Plans from High-level Instructions. 4412-4417 - Junya Takayama, Yuki Arase:
Consistent Response Generation with Controlled Specificity. 4418-4427 - Diana Rodríguez Luna, Edoardo Maria Ponti, Dieuwke Hupkes, Elia Bruni:
Internal and External Pressures on Language Emergence: Least Effort, Object Constancy and Frequency. 4428-4437 - Junru Zhou, Zuchao Li, Hai Zhao:
Parsing All: Syntax and Semantics, Dependencies and Spans. 4438-4449 - Junru Zhou, Zhuosheng Zhang, Hai Zhao, Shuailiang Zhang:
LIMIT-BERT : Linguistics Informed Multi-Task BERT. 4450-4461 - Chien-Sheng Wu, Steven C. H. Hoi, Caiming Xiong:
Improving Limited Labeled Dialogue State Tracking with Self-Supervision. 4462-4472 - Huayang Li, Lemao Liu, Guoping Huang, Shuming Shi:
On the Branching Bias of Syntax Extracted from Pre-trained Language Models. 4473-4478 - Pere-Lluís Huguet Cabot, Verna Dankers, David Abadi, Agneta Fischer, Ekaterina Shutova:
The Pragmatics behind Politics: Modelling Metaphor, Framing and Emotion in Political Discourse. 4479-4488 - Huda Khayrallah, João Sedoc:
SMRTer Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multi-Reference Training. 4489-4505 - Guangneng Hu, Qiang Yang:
PrivNet: Safeguarding Private Attributes in Transfer Learning for Recommendation. 4506-4516 - Nithin Holla, Pushkar Mishra, Helen Yannakoudakis, Ekaterina Shutova:
Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation. 4517-4533 - Renato Negrinho, Matthew R. Gormley, Geoffrey J. Gordon:
An Empirical Investigation of Beam-Aware Training in Supertagging. 4534-4542 - Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. 4543-4548 - Gorjan Radevski, Guillem Collell, Marie-Francine Moens, Tinne Tuytelaars:
Decoding language spatial relations to 2D spatial arrangements. 4549-4560 - Hieu Minh Tran, Trung Minh Nguyen, Thien Huu Nguyen:
The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction. 4561-4567 - Pratyush Maini, Keshav Kolluru, Danish Pruthi, Mausam:
Why and when should you pool? Analyzing Pooling in Recurrent Architectures. 4568-4586 - Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen:
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. 4587-4593 - Jyun-Yu Jiang, Chenyan Xiong, Chia-Jung Lee, Wei Wang:
Long Document Ranking with Query-Directed Sparse Transformer. 4594-4605 - Shailaja Keyur Sampat, Yezhou Yang, Chitta Baral:
Visuo-Lingustic Question Answering (VLQA) Challenge. 4606-4616 - Kaj Bostrom, Greg Durrett:
Byte Pair Encoding is Suboptimal for Language Model Pretraining. 4617-4624 - Kanishka Misra, Allyson Ettinger, Julia Rayz:
Exploring BERT's sensitivity to lexical cues using tests from semantic priming. 4625-4635 - Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung:
Multi-hop Question Generation with Graph Convolutional Network. 4636-4647 - Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo, Mubarak Shah:
MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering. 4648-4660 - Rachel Rudinger, Vered Shwartz, Jena D. Hwang, Chandra Bhagavatula, Maxwell Forbes, Ronan Le Bras, Noah A. Smith, Yejin Choi:
Thinking Like a Skeptic: Defeasible Inference in Natural Language. 4661-4675 - Ameet Deshpande, Karthik Narasimhan:
Guiding Attention for Self-Supervised Learning with Transformers. 4676-4686 - Taichi Iki, Akiko Aizawa:
Language-Conditioned Feature Pyramids for Visual Selection Tasks. 4687-4697 - Haibo Ding, Zhe Feng:
Learning to Classify Human Needs of Events from Category Definitions with Prototypical Instantiation. 4698-4704 - Yanjian Zhang, Qin Chen, Yiteng Zhang, Zhongyu Wei, Yixu Gao, Jiajie Peng, Zengfeng Huang, Weijian Sun, Xuanjing Huang:
Automatic Term Name Generation for Gene Ontology: Task and Dataset. 4705-4710 - Prafull Prakash, Saurabh Kumar Shashidhar, Wenlong Zhao, Subendhu Rongali, Haidar Khan, Michael Kayser:
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings. 4711-4717 - Zhi Zheng, Kai Hui, Ben He, Xianpei Han, Le Sun, Andrew Yates:
BERT-QE: Contextualized Query Expansion for Document Re-ranking. 4718-4728 - Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang:
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. 4729-4740 - Hannah Chen, Yangfeng Ji, David E. Evans:
Finding Friends and Flipping Frenemies: Automatic Paraphrase Dataset Augmentation Using Graph Theory. 4741-4751 - Rajarshi Das, Ameya Godbole, Nicholas Monath, Manzil Zaheer, Andrew McCallum:
Probabilistic Case-based Reasoning in Knowledge Bases. 4752-4765 - Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld:
TLDR: Extreme Summarization of Scientific Documents. 4766-4777 - Qingkai Zeng, Wenhao Yu, Mengxia Yu, Tianwen Jiang, Tim Weninger, Meng Jiang:
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER. 4778-4787 - Xinwei Long, Shuzi Niu, Yucheng Li:
Hierarchical Region Learning for Nested Named Entity Recognition. 4788-4793 - Youzhi Tian, Weiyan Shi, Chen Li, Zhou Yu:
Understanding User Resistance Strategies in Persuasive Conversations. 4794-4798 - Yilin Yang, Longyue Wang, Shuming Shi, Prasad Tadepalli, Stefan Lee, Zhaopeng Tu:
On the Sub-Layer Functionalities of Transformer Decoder. 4799-4811 - Insoo Chung, Byeongwook Kim, Yoonjung Choi, Se Jung Kwon, Yongkweon Jeon, Baeseong Park, Sangha Kim, Dongsoo Lee:
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation. 4812-4826 - Nobukazu Fukuda, Naoki Yoshinaga, Masaru Kitsuregawa:
Robust Backed-off Estimation of Out-of-Vocabulary Embeddings. 4827-4838 - Wenxiang Jiao, Michael R. Lyu, Irwin King:
Exploiting Unsupervised Data for Emotion Recognition in Conversations. 4839-4846 - Oleksii Hrinchuk, Valentin Khrulkov, Leyla Mirvakhabova, Elena Orlova, Ivan V. Oseledets:
Tensorized Embedding Layers. 4847-4860 - Ya-Fei Liu, Hongjin Qian, Hengpeng Xu, Jinmao Wei:
Speaker or Listener? The Role of a Dialogue Agent. 4861-4869 - Xi Victoria Lin, Richard Socher, Caiming Xiong:
Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing. 4870-4888 - Xikun Zhang, Deepak Ramachandran, Ian Tenney, Yanai Elazar, Dan Roth:
Do Language Embeddings capture Scales? 4889-4896 - Yehudit Meged, Avi Caciularu, Vered Shwartz, Ido Dagan:
Paraphrasing vs Coreferring: Two Sides of the Same Coin. 4897-4907 - Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li:
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. 4908-4917 - Moran Mizrahi, Stav Yardeni Seelig, Dafna Shahaf:
Coming to Terms: Automatic Formation of Neologisms in Hebrew. 4918-4929 - Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen:
Dual Inference for Improving Language Understanding and Generation. 4930-4936 - Lei Zhang, Runze Wang, Jingbo Zhou, Jingsong Yu, Zhenhua Ling, Hui Xiong:
Joint Intent Detection and Entity Linking on Spatial Domain Queries. 4937-4947 - Divyanshu Kakwani, Anoop Kunchukuttan, Satish Golla, Gokul N. C., Avik Bhattacharyya, Mitesh M. Khapra, Pratyush Kumar:
iNLPSuite: Monolingual Corpora, Evaluation Benchmarks and Pre-trained Multilingual Language Models for Indian Languages. 4948-4961 - I-Ta Lee, Maria Leonor Pacheco, Dan Goldwasser:
Weakly-Supervised Modeling of Contextualized Event Embedding for Discourse Relations. 4962-4972 - Qi He, Han Wang, Yue Zhang:
Enhancing Generalization in Natural Language Inference by Syntax. 4973-4978
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