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2020 – today
- 2024
[j19]Yongbin Li
, Hongyi Yu, Jianping Du, Xia Zhang, Guangyi Liu:
Robust Delimitation of Aggregated Packets Based on Viterbi Decoding With Natural Redundancy in Protocols. IEEE Signal Process. Lett. 31: 1970-1974 (2024)- [j18]Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. Trans. Assoc. Comput. Linguistics 12: 210-228 (2024) - [j17]Yongbin Li, Hongyi Yu, Xia Zhang, Zhixiang Shen, Jianping Du, Bin Wang:
Generalized Channel Coding and Decoding With Natural Redundancy in Protocols. IEEE Trans. Commun. 72(2): 648-664 (2024) - [j16]Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li:
A Survey on Out-of-Distribution Detection in NLP. Trans. Mach. Learn. Res. 2024 (2024) - [c84]Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang:
Preference Ranking Optimization for Human Alignment. AAAI 2024: 18990-18998 - [c83]Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li, Bin Gu, Mengfei Yang:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. ACL (Findings) 2024: 3603-3614 - [c82]Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li:
One-Shot Learning as Instruction Data Prospector for Large Language Models. ACL (1) 2024: 4586-4601 - [c81]Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li:
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. ACL (1) 2024: 5872-5900 - [c80]Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li:
SoFA: Shielded On-the-fly Alignment via Priority Rule Following. ACL (Findings) 2024: 7108-7136 - [c79]Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan:
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. ACL (1) 2024: 11160-11174 - [c78]Jiaxi Yang, Binyuan Hui, Min Yang, Bailin Wang, Bowen Li, Binhua Li, Fei Huang, Yongbin Li:
Iterative Forward Tuning Boosts In-Context Learning in Language Models. ACL (1) 2024: 15460-15473 - [c77]Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li:
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts. LREC/COLING 2024: 12539-12552 - [c76]Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li:
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. LREC/COLING 2024: 14358-14369 - [c75]Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Fei Huang, Yongbin Li:
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. LREC/COLING 2024: 14567-14578 - [c74]Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Minghao Li, Fei Huang, Nevin L. Zhang, Yongbin Li:
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. LREC/COLING 2024: 16776-16789 - [c73]Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li:
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. LREC/COLING 2024: 17042-17061 - [c72]Jing Ma, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Aligning Logits Generatively for Principled Black-Box Knowledge Distillation. CVPR 2024: 23148-23157 - [c71]Yuwen Tan, Qinhao Zhou, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer. CVPR 2024: 23252-23262 - [c70]Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li:
DialCLIP: Empowering Clip As Multi-Modal Dialog Retriever. ICASSP 2024: 12421-12425 - [c69]Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. ICML 2024 - [c68]Hao Lang, Fei Huang, Yongbin Li:
Fine-Tuning Language Models with Reward Learning on Policy. NAACL-HLT 2024: 1382-1392 - [c67]Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning. NAACL-HLT (Findings) 2024: 2922-2931 - [i95]Zhichao Yin, Binyuan Hui, Min Yang, Fei Huang, Yongbin Li:
DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever. CoRR abs/2401.01076 (2024) - [i94]Shujie Li, Liang Li, Ruiying Geng, Min Yang, Binhua Li, Guanghu Yuan, Wanwei He, Shao Yuan, Can Ma, Fei Huang, Yongbin Li:
Unifying Structured Data as Graph for Data-to-Text Pre-Training. CoRR abs/2401.01183 (2024) - [i93]Xinyu Lu, Bowen Yu, Yaojie Lu, Hongyu Lin, Haiyang Yu, Le Sun, Xianpei Han, Yongbin Li:
SoFA: Shielded On-the-fly Alignment via Priority Rule Following. CoRR abs/2402.17358 (2024) - [i92]Qiaoyu Tang, Jiawei Chen, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li:
Self-Retrieval: Building an Information Retrieval System with One Large Language Model. CoRR abs/2403.00801 (2024) - [i91]Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li:
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. CoRR abs/2403.02178 (2024) - [i90]Feifan Song, Bowen Yu, Hao Lang, Haiyang Yu, Fei Huang, Houfeng Wang, Yongbin Li:
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment. CoRR abs/2403.11124 (2024) - [i89]Hao Lang, Fei Huang, Yongbin Li:
Fine-Tuning Language Models with Reward Learning on Policy. CoRR abs/2403.19279 (2024) - [i88]Qinhao Zhou, Zihan Zhang, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning. CoRR abs/2403.19962 (2024) - [i87]Yuwen Tan, Qinhao Zhou, Xiang Xiang, Ke Wang, Yuchuan Wu, Yongbin Li:
Semantically-Shifted Incremental Adapter-Tuning is A Continual ViTransformer. CoRR abs/2403.19979 (2024) - [i86]Zhengwei Tao, Ting-En Lin, Xiancai Chen, Hangyu Li, Yuchuan Wu, Yongbin Li, Zhi Jin, Fei Huang, Dacheng Tao, Jingren Zhou:
A Survey on Self-Evolution of Large Language Models. CoRR abs/2404.14387 (2024) - [i85]Jia Li, Ge Li, Yunfei Zhao, Yongmin Li, Huanyu Liu, Hao Zhu, Lecheng Wang, Kaibo Liu, Zheng Fang, Lanshen Wang, Jiazheng Ding, Xuanming Zhang, Yuqi Zhu, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li:
DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories. CoRR abs/2405.19856 (2024) - [i84]Yingwei Ma, Qingping Yang, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
How to Understand Whole Software Repository? CoRR abs/2406.01422 (2024) - [i83]Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Yongbin Li:
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States. CoRR abs/2406.05644 (2024) - [i82]Ruixuan Xiao, Wentao Ma, Ke Wang, Yuchuan Wu, Junbo Zhao, Haobo Wang, Fei Huang, Yongbin Li:
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents. CoRR abs/2406.14884 (2024) - [i81]Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li:
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA. CoRR abs/2406.17419 (2024) - [i80]Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement. CoRR abs/2408.03092 (2024) - [i79]Run Luo, Haonan Zhang, Longze Chen, Ting-En Lin, Xiong Liu, Yuchuan Wu, Min Yang, Minzheng Wang, Pengpeng Zeng, Lianli Gao, Heng Tao Shen, Yunshui Li, Xiaobo Xia, Fei Huang, Jingkuan Song, Yongbin Li:
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct. CoRR abs/2409.05840 (2024) - [i78]Xinghua Zhang, Haiyang Yu, Yongbin Li, Minzheng Wang, Longze Chen, Fei Huang:
The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends. CoRR abs/2409.14195 (2024) - [i77]Jie Cheng, Ruixi Qiao, Gang Xiong, Qinghai Miao, Yingwei Ma, Binhua Li, Yongbin Li, Yisheng Lv:
Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining. CoRR abs/2410.00564 (2024) - [i76]Zhenyu Pan, Rongyu Cao, Yongchang Cao, Yingwei Ma, Binhua Li, Fei Huang, Han Liu, Yongbin Li:
Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion? CoRR abs/2410.01353 (2024) - [i75]Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li:
In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks. CoRR abs/2410.01548 (2024) - 2023
- [j15]Dengliang Qi, Jingan Feng, Yongbin Li, Lei Wang, Bao Song:
A Robust Hierarchical Estimation Scheme for Vehicle State Based on Maximum Correntropy Square-Root Cubature Kalman Filter. Entropy 25(3): 453 (2023) - [j14]Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Binhua Li, Fei Huang, Luo Si, Qingshan Jiang, Yongbin Li:
Schema dependency-enhanced curriculum pre-training for table semantic parsing. Knowl. Based Syst. 262: 110264 (2023) - [j13]Guifeng Wang, Luming Zhang, Yongbin Li, Yichuan Sheng:
Photo Semantic Understanding and Retargeting by a Noise-Robust Regularized Topic Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3495-3505 (2023) - [c66]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. AAAI 2023: 13076-13084 - [c65]Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang:
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. AAAI 2023: 13309-13317 - [c64]Shenggui Li, Fuzhao Xue, Chaitanya Baranwal, Yongbin Li, Yang You:
Sequence Parallelism: Long Sequence Training from System Perspective. ACL (1) 2023: 2391-2404 - [c63]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. ACL (1) 2023: 2983-3000 - [c62]Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang:
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. ACL (Findings) 2023: 3515-3533 - [c61]Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li:
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. ACL (1) 2023: 3521-3533 - [c60]Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang:
Universal Information Extraction with Meta-Pretrained Self-Retrieval. ACL (Findings) 2023: 4084-4100 - [c59]Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li:
Unified Language Representation for Question Answering over Text, Tables, and Images. ACL (Findings) 2023: 4756-4765 - [c58]Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li:
Domain Incremental Lifelong Learning in an Open World. ACL (Findings) 2023: 5844-5865 - [c57]Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li:
Long-Tailed Question Answering in an Open World. ACL (1) 2023: 6362-6382 - [c56]Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li:
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. ACL (1) 2023: 7900-7913 - [c55]Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li:
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. ACL (1) 2023: 13402-13416 - [c54]Yan Fan, Chengyu Wang, Fan Feng, Hengbin Cui, Yuchuan Wu, Yongbin Li:
Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue Corpora. CIKM 2023: 5031-5035 - [c53]Tiandong Ma, Feng Li, Jun Ma, Yong Wang, Hui Ma, Yongbin Li:
Simulation Model and Data Acquisition Method for Wind Turbine Group. CIPAE 2023: 753-758 - [c52]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li:
Plan-then-Seam: Towards Efficient Table-to-Text Generation. EACL (Findings) 2023: 205-219 - [c51]Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. EMNLP (Findings) 2023: 800-814 - [c50]Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. EMNLP 2023: 1677-1690 - [c49]Minghao Li, Yingxiu Zhao, Bowen Yu, Feifan Song, Hangyu Li, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li:
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs. EMNLP 2023: 3102-3116 - [c48]Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li:
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. EMNLP (Findings) 2023: 5292-5305 - [c47]Yingxiu Zhao, Bowen Yu, Bowen Li, Haiyang Yu, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang:
Causal Document-Grounded Dialogue Pre-training. EMNLP 2023: 7160-7174 - [c46]Yuanxing Liu, Weinan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che:
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. EMNLP (Findings) 2023: 9587-9605 - [c45]Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li:
Empathetic Response Generation via Emotion Cause Transition Graph. ICASSP 2023: 1-5 - [c44]Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen:
Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs. ICASSP 2023: 1-5 - [c43]Yong Wang, Feng Li, Jun Ma, Tiandong Ma, Hui Ma, Yongbin Li:
Wind Farm Abnormal Data Cleaning Method Based on Quartiles. ICISCAE 2023: 512-517 - [c42]Zaijing Li, Ting-En Lin, Yuchuan Wu, Meng Liu, Fengxiao Tang, Ming Zhao, Yongbin Li:
UniSA: Unified Generative Framework for Sentiment Analysis. ACM Multimedia 2023: 6132-6142 - [c41]Jinyang Li, Binyuan Hui, Ge Qu, Jiaxi Yang, Binhua Li, Bowen Li, Bailin Wang, Bowen Qin, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. NeurIPS 2023 - [c40]Shuzheng Si, Wentao Ma, Haoyu Gao, Yuchuan Wu, Ting-En Lin, Yinpei Dai, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li:
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents. NeurIPS 2023 - [c39]Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Large Language Models are Versatile Decomposers: Decomposing Evidence and Questions for Table-based Reasoning. SIGIR 2023: 174-184 - [c38]Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Unsupervised Dialogue Topic Segmentation with Topic-aware Contrastive Learning. SIGIR 2023: 2481-2485 - [c37]Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che:
U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. SIGIR 2023: 2723-2732 - [i74]Yuxing Long, Binyuan Hui, Fulong Ye, Yanyang Li, Zhuoxin Han, Caixia Yuan, Yongbin Li, Xiaojie Wang:
SPRING: Situated Conversation Agent Pretrained with Multimodal Questions from Incremental Layout Graph. CoRR abs/2301.01949 (2023) - [i73]Jinyang Li, Binyuan Hui, Reynold Cheng, Bowen Qin, Chenhao Ma, Nan Huo, Fei Huang, Wenyu Du, Luo Si, Yongbin Li:
Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing. CoRR abs/2301.07507 (2023) - [i72]Yunhu Ye, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning. CoRR abs/2301.13808 (2023) - [i71]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Binhua Li, Yongbin Li:
Plan-then-Seam: Towards Efficient Table-to-Text Generation. CoRR abs/2302.05138 (2023) - [i70]Yushan Qian, Bo Wang, Ting-En Lin, Yinhe Zheng, Ying Zhu, Dongming Zhao, Yuexian Hou, Yuchuan Wu, Yongbin Li:
Empathetic Response Generation via Emotion Cause Transition Graph. CoRR abs/2302.11787 (2023) - [i69]Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen:
Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs. CoRR abs/2302.11849 (2023) - [i68]Minghao Li, Feifan Song, Bowen Yu, Haiyang Yu, Zhoujun Li, Fei Huang, Yongbin Li:
API-Bank: A Benchmark for Tool-Augmented LLMs. CoRR abs/2304.08244 (2023) - [i67]Haoyu Gao, Rui Wang, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation. CoRR abs/2305.02747 (2023) - [i66]Jinyang Li, Binyuan Hui, Ge Qu, Binhua Li, Jiaxi Yang, Bowen Li, Bailin Wang, Bowen Qin, Rongyu Cao, Ruiying Geng, Nan Huo, Xuanhe Zhou, Chenhao Ma, Guoliang Li, Kevin Chen-Chuan Chang, Fei Huang, Reynold Cheng, Yongbin Li:
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs. CoRR abs/2305.03111 (2023) - [i65]Hao Lang, Yinhe Zheng, Yixuan Li, Jian Sun, Fei Huang, Yongbin Li:
A Survey on Out-of-Distribution Detection in NLP. CoRR abs/2305.03236 (2023) - [i64]Hao Lang, Yinhe Zheng, Binyuan Hui, Fei Huang, Yongbin Li:
Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts. CoRR abs/2305.03237 (2023) - [i63]Yuanxing Liu, Weinan Zhang, Baohua Dong, Yan Fan, Hang Wang, Fan Feng, Yifan Chen, Ziyu Zhuang, Hengbin Cui, Yongbin Li, Wanxiang Che:
U-NEED: A Fine-grained Dataset for User Needs-Centric E-commerce Conversational Recommendation. CoRR abs/2305.04774 (2023) - [i62]Yi Dai, Hao Lang, Yinhe Zheng, Bowen Yu, Fei Huang, Yongbin Li:
Domain Incremental Lifelong Learning in an Open World. CoRR abs/2305.06555 (2023) - [i61]Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li:
Long-Tailed Question Answering in an Open World. CoRR abs/2305.06557 (2023) - [i60]Yingxiu Zhao, Bowen Yu, Haiyang Yu, Bowen Li, Jinyang Li, Chao Wang, Fei Huang, Yongbin Li, Nevin L. Zhang:
Causal Document-Grounded Dialogue Pre-training. CoRR abs/2305.10927 (2023) - [i59]Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu, Wentao Ma, Chao Wang, Fei Huang, Yongbin Li:
Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment. CoRR abs/2305.11579 (2023) - [i58]Jiaxi Yang, Binyuan Hui, Min Yang, Binhua Li, Fei Huang, Yongbin Li:
Iterative Forward Tuning Boosts In-context Learning in Language Models. CoRR abs/2305.13016 (2023) - [i57]Shuzheng Si, Wentao Ma, Yuchuan Wu, Yinpei Dai, Haoyu Gao, Ting-En Lin, Hangyu Li, Rui Yan, Fei Huang, Yongbin Li:
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue in Multiple Domains. CoRR abs/2305.13040 (2023) - [i56]Yunshui Li, Binyuan Hui, Zhichao Yin, Min Yang, Fei Huang, Yongbin Li:
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts. CoRR abs/2305.14839 (2023) - [i55]Yuxing Long, Binyuan Hui, Caixia Yuan, Fei Huang, Yongbin Li, Xiaojie Wang:
Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark. CoRR abs/2305.18212 (2023) - [i54]Hao Sun, Yang Li, Liwei Deng, Bowen Li, Binyuan Hui, Binhua Li, Yunshi Lan, Yan Zhang, Yongbin Li:
History Semantic Graph Enhanced Conversational KBQA with Temporal Information Modeling. CoRR abs/2306.06872 (2023) - [i53]Xin Cong, Bowen Yu, Mengcheng Fang, Tingwen Liu, Haiyang Yu, Zhongkai Hu, Fei Huang, Yongbin Li, Bin Wang:
Universal Information Extraction with Meta-Pretrained Self-Retrieval. CoRR abs/2306.10444 (2023) - [i52]Liang Li, Ruiying Geng, Chengyang Fang, Bing Li, Can Ma, Rongyu Cao, Binhua Li, Fei Huang, Yongbin Li:
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality. CoRR abs/2306.11477 (2023) - [i51]Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li:
Unified Language Representation for Question Answering over Text, Tables, and Images. CoRR abs/2306.16762 (2023) - [i50]Feifan Song, Bowen Yu, Minghao Li, Haiyang Yu, Fei Huang, Yongbin Li, Houfeng Wang:
Preference Ranking Optimization for Human Alignment. CoRR abs/2306.17492 (2023) - [i49]Xinghua Zhang, Bowen Yu, Haiyang Yu, Yangyu Lv, Tingwen Liu, Fei Huang, Hongbo Xu, Yongbin Li:
Wider and Deeper LLM Networks are Fairer LLM Evaluators. CoRR abs/2308.01862 (2023) - [i48]Yingxiu Zhao, Bowen Yu, Binyuan Hui, Haiyang Yu, Fei Huang, Yongbin Li, Nevin L. Zhang:
A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment. CoRR abs/2308.05696 (2023) - [i47]Zaijing Li, Ting-En Lin, Yuchuan Wu, Meng Liu, Fengxiao Tang, Ming Zhao, Yongbin Li:
UniSA: Unified Generative Framework for Sentiment Analysis. CoRR abs/2309.01339 (2023) - [i46]Yunshui Li, Binyuan Hui, Zhaochao Yin, Wanwei He, Run Luo, Yuxing Long, Min Yang, Fei Huang, Yongbin Li:
VDialogUE: A Unified Evaluation Benchmark for Visually-grounded Dialogue. CoRR abs/2309.07387 (2023) - [i45]Yucheng Cai, Wentao Ma, Yuchuan Wu, Shuzheng Si, Yuan Shao, Zhijian Ou, Yongbin Li:
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt. CoRR abs/2309.11065 (2023) - [i44]Haoyu Gao, Ting-En Lin, Hangyu Li, Min Yang, Yuchuan Wu, Wentao Ma, Yongbin Li:
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models. CoRR abs/2309.12940 (2023) - [i43]Tianshu Yu, Ting-En Lin, Yuchuan Wu, Min Yang, Fei Huang, Yongbin Li:
Constructive Large Language Models Alignment with Diverse Feedback. CoRR abs/2310.06450 (2023) - [i42]Yi Dai, Hao Lang, Kaisheng Zeng, Fei Huang, Yongbin Li:
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection. CoRR abs/2310.08027 (2023) - [i41]Zehua Xia, Qi Gou, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Improving Question Generation with Multi-level Content Planning. CoRR abs/2310.13512 (2023) - [i40]Qi Gou, Zehua Xia, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li, Cam-Tu Nguyen:
Diversify Question Generation with Retrieval-Augmented Style Transfer. CoRR abs/2310.14503 (2023) - [i39]Yuanxing Liu, Wei-Nan Zhang, Yifan Chen, Yuchi Zhang, Haopeng Bai, Fan Feng, Hengbin Cui, Yongbin Li, Wanxiang Che:
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue. CoRR abs/2310.14626 (2023) - [i38]Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma:
Improving Factual Consistency of Text Summarization by Adversarially Decoupling Comprehension and Embellishment Abilities of LLMs. CoRR abs/2310.19347 (2023) - [i37]Le Yu, Bowen Yu, Haiyang Yu, Fei Huang, Yongbin Li:
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch. CoRR abs/2311.03099 (2023) - [i36]Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan:
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. CoRR abs/2312.04455 (2023) - [i35]Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li:
One Shot Learning as Instruction Data Prospector for Large Language Models. CoRR abs/2312.10302 (2023) - 2022
- [j12]Tianchen Zhang, Zhongqin Bi, Meijing Shan, Yongbin Li:
IFGAN: Information fusion generative adversarial network for knowledge base completion. Expert Syst. J. Knowl. Eng. 39(6) (2022) - [j11]Haiwang Wang, Bin Wang, Yongbin Li:
IAFNet: Few-Shot Learning for Modulation Recognition in Underwater Impulsive Noise. IEEE Commun. Lett. 26(5): 1047-1051 (2022) - [j10]Yongbin Li:
Construction of Internet of Things English terms model and analysis of language features via deep learning. J. Supercomput. 78(5): 6296-6317 (2022) - [c36]Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection. AAAI 2022: 10749-10757 - [c35]Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang:
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. ACL (Findings) 2022: 309-321 - [c34]Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Yanyang Li, Bowen Li, Jian Sun, Yongbin Li:
S²SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. ACL (Findings) 2022: 1254-1262 - [c33]Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. COLING 2022: 553-569 - [c32]Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li:
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. COLING 2022: 5298-5308 - [c31]Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li:
Graph-to-Text Generation with Dynamic Structure Pruning. COLING 2022: 6115-6127 - [c30]Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. EMNLP 2022: 261-276 - [c29]Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. EMNLP (Findings) 2022: 1235-1247 - [c28]Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. EMNLP (Findings) 2022: 1820-1836 - [c27]Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. EMNLP (Findings) 2022: 2113-2125 - [c26]Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Yongbin Li, Nevin L. Zhang:
Semi-Supervised Lifelong Language Learning. EMNLP (Findings) 2022: 3937-3951 - [c25]Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li:
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. EMNLP 2022: 4097-4111 - [c24]Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang:
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. EMNLP 2022: 7272-7282 - [c23]Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li:
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition. EMNLP 2022: 7837-7851 - [c22]Chaoyu Gong, Yongbin Li, Yong Liu, Pei-hong Wang, Yang You:
Joint Evidential $K$-Nearest Neighbor Classification. ICDE 2022: 2113-2126 - [c21]Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. KDD 2022: 1889-1898 - [c20]Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue Systems. KDD 2022: 3299-3308 - [c19]Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li:
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration. ACM Multimedia 2022: 7252-7260 - [c18]Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. SIGIR 2022: 187-200 - [i34]Binyuan Hui, Ruiying Geng, Lihan Wang, Bowen Qin, Bowen Li, Jian Sun, Yongbin Li:
S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder for Text-to-SQL Parsers. CoRR abs/2203.06958 (2022) - [i33]Sai Zhang, Yuwei Hu, Yuchuan Wu, Jiaman Wu, Yongbin Li, Jian Sun, Caixia Yuan, Xiaojie Wang:
A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots. CoRR abs/2203.10759 (2022) - [i32]Ting-En Lin, Yuchuan Wu, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue System. CoRR abs/2205.15060 (2022) - [i31]Ruoyi Du, Wenqing Yu, Heqing Wang, Dongliang Chang, Ting-En Lin, Yongbin Li, Zhanyu Ma:
Multi-View Active Fine-Grained Recognition. CoRR abs/2206.01153 (2022) - [i30]Lihan Wang, Bowen Qin, Binyuan Hui, Bowen Li, Min Yang, Bailin Wang, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing. CoRR abs/2206.14017 (2022) - [i29]Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li:
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration. CoRR abs/2207.06717 (2022) - [i28]Jiarui Fang, Geng Zhang, Jiatong Han, Shenggui Li, Zhengda Bian, Yongbin Li, Jin Liu, Yang You:
A Frequency-aware Software Cache for Large Recommendation System Embeddings. CoRR abs/2208.05321 (2022) - [i27]Bowen Qin, Binyuan Hui, Lihan Wang, Min Yang, Jinyang Li, Binhua Li, Ruiying Geng, Rongyu Cao, Jian Sun, Luo Si, Fei Huang, Yongbin Li:
A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions. CoRR abs/2208.13629 (2022) - [i26]Jiangsu Du, Ziming Liu, Jiarui Fang, Shenggui Li, Yongbin Li, Yutong Lu, Yang You:
EnergonAI: An Inference System for 10-100 Billion Parameter Transformer Models. CoRR abs/2209.02341 (2022) - [i25]Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li:
SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers. CoRR abs/2209.06442 (2022) - [i24]Wanwei He, Yinpei Dai, Binyuan Hui, Min Yang, Zheng Cao, Jianbo Dong, Fei Huang, Luo Si, Yongbin Li:
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding. CoRR abs/2209.06638 (2022) - [i23]Wanwei He, Yinpei Dai, Min Yang, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation. CoRR abs/2209.06664 (2022) - [i22]Liang Li, Ruiying Geng, Bowen Li, Can Ma, Yinliang Yue, Binhua Li, Yongbin Li:
Graph-to-Text Generation with Dynamic Structure Pruning. CoRR abs/2209.07258 (2022) - [i21]Yingxiu Zhao, Yinhe Zheng, Zhiliang Tian, Chang Gao, Bowen Yu, Haiyang Yu, Yongbin Li, Jian Sun, Nevin L. Zhang:
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue. CoRR abs/2210.07783 (2022) - [i20]Haomin Fu, Yeqin Zhang, Haiyang Yu, Jian Sun, Fei Huang, Luo Si, Yongbin Li, Cam-Tu Nguyen:
Doc2Bot: Accessing Heterogeneous Documents via Conversational Bots. CoRR abs/2210.11060 (2022) - [i19]Zefeng Cai, Xiangyu Li, Binyuan Hui, Min Yang, Bowen Li, Binhua Li, Zheng Cao, Weijie Li, Fei Huang, Luo Si, Yongbin Li:
STAR: SQL Guided Pre-Training for Context-dependent Text-to-SQL Parsing. CoRR abs/2210.11888 (2022) - [i18]Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li:
Towards Generalizable and Robust Text-to-SQL Parsing. CoRR abs/2210.12674 (2022) - [i17]Che Liu, Rui Wang, Junfeng Jiang, Yongbin Li, Fei Huang:
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings. CoRR abs/2210.15332 (2022) - [i16]Hao Lang, Yinhe Zheng, Jian Sun, Fei Huang, Luo Si, Yongbin Li:
Estimating Soft Labels for Out-of-Domain Intent Detection. CoRR abs/2211.05561 (2022) - [i15]Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, Yongbin Li:
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition. CoRR abs/2211.11256 (2022) - [i14]Yinpei Dai, Wanwei He, Bowen Li, Yuchuan Wu, Zheng Cao, Zhongqi An, Jian Sun, Yongbin Li:
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation. CoRR abs/2211.11617 (2022) - [i13]Yingxiu Zhao, Yinhe Zheng, Bowen Yu, Zhiliang Tian, Dongkyu Lee, Jian Sun, Haiyang Yu, Yongbin Li, Nevin L. Zhang:
Semi-Supervised Lifelong Language Learning. CoRR abs/2211.13050 (2022) - [i12]Bowen Yu, Zhenyu Zhang, Jingyang Li, Haiyang Yu, Tingwen Liu, Jian Sun, Yongbin Li, Bin Wang:
Towards Generalized Open Information Extraction. CoRR abs/2211.15987 (2022) - 2021
- [j9]Yajun Chen, Yongbin Li, Dong Yang, Tiejun Li:
Research on Input Scheme Selection of a Novel Parallel Mechanism. J. Robotics 2021: 8784361:1-8784361:12 (2021) - [c17]Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu:
Dynamic Hybrid Relation Exploration Network for Cross-Domain Context-Dependent Semantic Parsing. AAAI 2021: 13116-13124 - [c16]Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. ACL/IJCNLP (2) 2021: 879-885 - [c15]Xingjun Gao, Zijian Li, Yongbin Li, Qiang Zhou:
A Frequency Conversion Circuit for Piezoelectric Vibrating Energy Harvesting. ICMTEL (1) 2021: 128-136 - [i11]Binyuan Hui, Ruiying Geng, Qiyu Ren, Binhua Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Pengfei Zhu, Xiaodan Zhu:
Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing. CoRR abs/2101.01686 (2021) - [i10]Binyuan Hui, Xiang Shi, Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu:
Improving Text-to-SQL with Schema Dependency Learning. CoRR abs/2103.04399 (2021) - [i9]Shenggui Li, Fuzhao Xue, Yongbin Li, Yang You:
Sequence Parallelism: Making 4D Parallelism Possible. CoRR abs/2105.13120 (2021) - [i8]Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking. CoRR abs/2106.00291 (2021) - [i7]Zhengda Bian, Hongxin Liu, Boxiang Wang, Haichen Huang, Yongbin Li, Chuanrui Wang, Fan Cui, Yang You:
Colossal-AI: A Unified Deep Learning System For Large-Scale Parallel Training. CoRR abs/2110.14883 (2021) - [i6]Bowen Qin, Lihan Wang, Binyuan Hui, Ruiying Geng, Zheng Cao, Min Yang, Jian Sun, Yongbin Li:
SDCUP: Schema Dependency-Enhanced Curriculum Pre-Training for Table Semantic Parsing. CoRR abs/2111.09486 (2021) - [i5]Wanwei He, Yinpei Dai, Yinhe Zheng, Yuchuan Wu, Zheng Cao, Dermot Liu, Peng Jiang, Min Yang, Fei Huang, Luo Si, Jian Sun, Yongbin Li:
GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection. CoRR abs/2111.14592 (2021) - 2020
- [j8]Zhongqin Bi, Tianchen Zhang, Ping Zhou, Yongbin Li:
Knowledge Transfer for Out-of-Knowledge-Base Entities: Improving Graph-Neural-Network-Based Embedding Using Convolutional Layers. IEEE Access 8: 159039-159049 (2020) - [j7]Yongbin Li, Bin Wang, Gaoping Shao, Shuai Shao, Xilong Pei:
Blind Detection of Underwater Acoustic Communication Signals Based on Deep Learning. IEEE Access 8: 204114-204131 (2020) - [j6]Yongbin Li, Bin Wang, Gaoping Shao, Shuai Shao:
Automatic Modulation Classification for Short Burst Underwater Acoustic Communication Signals Based on Hybrid Neural Networks. IEEE Access 8: 227793-227809 (2020) - [j5]Zhongqin Bi, Shuming Dou, Zhe Liu, Yongbin Li:
A recommendations model with multiaspect awareness and hierarchical user-product attention mechanisms. Comput. Sci. Inf. Syst. 17(3): 849-865 (2020) - [j4]Nan Guo, Yongbin Li:
The Accuracy of Low-Altitude Photogrammetry of Drones. Int. J. Pattern Recognit. Artif. Intell. 34(8): 2059029:1-2059029:17 (2020) - [c14]Yinpei Dai, Hangyu Li, Chengguang Tang, Yongbin Li, Jian Sun, Xiaodan Zhu:
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment. ACL 2020: 609-618 - [c13]Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu:
Dynamic Memory Induction Networks for Few-Shot Text Classification. ACL 2020: 1087-1094 - [c12]Zhongqin Bi, Yabin Leng, Zhe Liu, Yongbin Li, Stelios Fuentes:
An Improved Spectral Clustering Algorithm Using Fast Dynamic Time Warping for Power Load Curve Analysis. MobiCASE 2020: 143-159 - [c11]Tong Wang, Yuanyu Zhang, Yongbin Li:
A Parallel-Attention Model for Tumor Named Entity Recognition in Spanish. IberLEF@SEPLN 2020: 438-446 - [i4]Yinpei Dai, Huihua Yu, Yixuan Jiang, Chengguang Tang, Yongbin Li, Jian Sun:
A Survey on Dialog Management: Recent Advances and Challenges. CoRR abs/2005.02233 (2020) - [i3]Ruiying Geng, Binhua Li, Yongbin Li, Jian Sun, Xiaodan Zhu:
Dynamic Memory Induction Networks for Few-Shot Text Classification. CoRR abs/2005.05727 (2020)
2010 – 2019
- 2019
- [j3]Yongbin Li, Qiuju Fu, Renbin Deng:
Symbolic computation on the partition lattice of an n-set. J. Symb. Comput. 95: 185-201 (2019) - [c10]Shikun Chen, Xiaobo Lu, Yongbin Li, Renliang Wu:
A Convolutional Neural Network for Real-Time Vehicle Detection Under the Unmanned Aerial Vehicle Platform. CISP-BMEI 2019: 1-6 - [c9]Ruiying Geng, Binhua Li, Yongbin Li, Xiaodan Zhu, Ping Jian, Jian Sun:
Induction Networks for Few-Shot Text Classification. EMNLP/IJCNLP (1) 2019: 3902-3911 - [i2]Ruiying Geng, Binhua Li, Yongbin Li, Yuxiao Ye, Ping Jian, Jian Sun:
Few-Shot Text Classification with Induction Network. CoRR abs/1902.10482 (2019) - 2018
- [j2]Yipeng Zhao, Yongbin Li, Shijie Guo, Tiejun Li:
Measuring the Angular Velocity of a Propeller with Video Camera Using Electronic Rolling Shutter. J. Sensors 2018: 1037083:1-1037083:9 (2018) - [c8]Yongbin Li, Xiaobing Zhou:
Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task using Deep Learning Models. SemEval@NAACL-HLT 2018: 1073-1077 - [c7]Yongbin Li, Xiaobing Zhou:
Lyb3b at SemEval-2018 Task 12: Ensemble-based Deep Learning Models for Argument Reasoning Comprehension Task. SemEval@NAACL-HLT 2018: 1137-1141 - 2017
- [j1]Zhaoyi Zhuang, Xianye Ben, Rui Yan, Jianhua Pang, Yongbin Li:
Accurately predicting heat transfer performance of ground heat exchanger for ground-coupled heat pump systems using data mining methods. Neural Comput. Appl. 28(12): 3993-4010 (2017) - [c6]Min Wang, Qingxun Liu, Peng Ding, Yongbin Li, Xiaobing Zhou:
YNUDLG at IJCNLP-2017 Task 5: A CNN-LSTM Model with Attention for Multi-choice Question Answering in Examinations. IJCNLP (Shared Tasks) 2017: 194-198 - [c5]Menghao Zhang, Jun Bi, Jiasong Bai, Zhao Dong, Yongbin Li, Zhaogeng Li:
FTGuard: A Priority-Aware Strategy Against the Flow Table Overflow Attack in SDN. SIGCOMM Posters and Demos 2017: 141-143 - 2016
- [i1]Yongbin Li:
Computing the decomposition group of a zero-dimensional ideal by elimination method. CoRR abs/1601.06626 (2016) - 2015
- [c4]Yurong Wang, Kui Xu, Yongbin Li, Youyun Xu, Xianli Shen, Fei Wang:
Outage performance of full-duplex selective decode-and-forward relaying over Nakagami-m fading channels. WCSP 2015: 1-6 - 2010
- [c3]Yongbin Li:
Some Notes upon "When Does <T> Equal Sat(T)?". AISC/MKM/Calculemus 2010: 89-100
2000 – 2009
- 2006
- [c2]Yongbin Li, Feng Chen, Wenli Xu, Youtian Du:
Gaussian-Based Codebook Model for Video Background Subtraction. ICNC (2) 2006: 762-765 - [c1]Youtian Du, Feng Chen, Wenli Xu, Yongbin Li:
Recognizing Interaction Activities using Dynamic Bayesian Network. ICPR (1) 2006: 618-621
Coauthor Index
[j18] [j16] [c84] [c82] [c79] [c78] [c77] [c76] [c75] [c74] [c70] [c69] [i95] [i94] [i92] [i90] [i89] [i86] [i83] [i82] [i81] [i80] [i79] [i78] [i75] [j14] [c66] [c63] [c62] [c60] [c59] [c58] [c57] [c56] [c55] [c51] [c50] [c49] [c48] [c47] [c41] [c40] [c39] [c38] [i73] [i72] [i68] [i67] [i66] [i65] [i64] [i62] [i61] [i60] [i59] [i58] [i57] [i56] [i55] [i53] [i52] [i51] [i50] [i49] [i48] [i46] [i43] [i42] [i41] [i40] [i38] [i37] [i36] [i35] [c36] [c33] [c32] [c30] [c29] [c28] [c27] [c24] [c21] [c20] [c18] [i32] [i30] [i27] [i25] [i24] [i23] [i20] [i19] [i18] [i17] [i16] [c17] [c16] [i11] [i8] [i5]
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