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2020 – today
- 2024
[c47]Haoran Xu, Young Jin Kim, Amr Sharaf, Hany Hassan Awadalla:
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models. ICLR 2024- [i36]Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun, Hany Hassan Awadalla, Weizhu Chen:
SciAgent: Tool-augmented Language Models for Scientific Reasoning. CoRR abs/2402.11451 (2024) - [i35]Juan Manuel Zambrano Chaves, Shih-Cheng Huang, Yanbo Xu, Hanwen Xu, Naoto Usuyama, Sheng Zhang, Fei Wang, Yujia Xie, Mahmoud Khademi, Ziyi Yang, Hany Hassan Awadalla, Julia Gong, Houdong Hu, Jianwei Yang, Chunyuan Li, Jianfeng Gao, Yu Gu, Cliff Wong, Mu Wei, Tristan Naumann, Muhao Chen, Matthew P. Lungren, Serena Yeung-Levy, Curtis P. Langlotz, Sheng Wang, Hoifung Poon:
Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR abs/2403.08002 (2024) - [i34]Shenao Zhang, Donghan Yu, Hiteshi Sharma, Ziyi Yang, Shuohang Wang, Hany Hassan, Zhaoran Wang:
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment. CoRR abs/2405.19332 (2024) - 2023
- [c46]Vikas Raunak, Arul Menezes, Matt Post, Hany Hassan:
Do GPTs Produce Less Literal Translations? ACL (2) 2023: 1041-1050 - [c45]Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu, Hany Hassan, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang:
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. ACL (1) 2023: 5095-5112 - [c44]Vikas Raunak, Arul Menezes, Hany Hassan Awadalla:
Dissecting In-Context Learning of Translations in GPT-3. EMNLP (Findings) 2023: 866-872 - [c43]Vikas Raunak, Amr Sharaf, Yiren Wang, Hany Hassan Awadalla, Arul Menezes:
Leveraging GPT-4 for Automatic Translation Post-Editing. EMNLP (Findings) 2023: 12009-12024 - [i33]Amr Hendy, Mohamed Abdelrehim, Amr Sharaf, Vikas Raunak, Mohamed Gabr, Hitokazu Matsushita, Young Jin Kim
, Mohamed Afify, Hany Hassan Awadalla:
How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation. CoRR abs/2302.09210 (2023) - [i32]Shufang Xie, Huishuai Zhang, Junliang Guo, Xu Tan, Jiang Bian, Hany Hassan Awadalla, Arul Menezes, Tao Qin, Rui Yan:
ResiDual: Transformer with Dual Residual Connections. CoRR abs/2304.14802 (2023) - [i31]Vikas Raunak, Arul Menezes, Matt Post, Hany Hassan Awadalla:
Do GPTs Produce Less Literal Translations? CoRR abs/2305.16806 (2023) - [i30]Bei Li, Rui Wang, Junliang Guo, Kaitao Song, Xu Tan, Hany Hassan, Arul Menezes, Tong Xiao, Jiang Bian, JingBo Zhu:
Deliberate then Generate: Enhanced Prompting Framework for Text Generation. CoRR abs/2305.19835 (2023) - [i29]Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla:
FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs. CoRR abs/2308.09723 (2023) - [i28]Hai Pham, Young Jin Kim, Subhabrata Mukherjee, David P. Woodruff, Barnabás Póczos, Hany Hassan Awadalla:
Task-Based MoE for Multitask Multilingual Machine Translation. CoRR abs/2308.15772 (2023) - [i27]Haoran Xu, Young Jin Kim, Amr Sharaf, Hany Hassan Awadalla:
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models. CoRR abs/2309.11674 (2023) - [i26]Young Jin Kim, Raffy Fahim, Hany Hassan Awadalla:
Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness. CoRR abs/2310.02410 (2023) - [i25]Vikas Raunak, Hany Hassan Awadalla, Arul Menezes:
Dissecting In-Context Learning of Translations in GPTs. CoRR abs/2310.15987 (2023) - 2022
- [c42]Hossam Amer, Mohamed Afify, Young Jin Kim, Hitokazu Matsushita, Hany Hassan:
Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU. AMTA 2022: 58-69 - [c41]Muhammad N. ElNokrashy, Amr Hendy, Mohamed Maher, Mohamed Afify, Hany Hassan:
Language Tokens: Simply Improving Zero-Shot Multi-Aligned Translation in Encoder-Decoder Models. AMTA 2022: 70-82 - [c40]Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Jianfeng Gao, Tuo Zhao:
Taming Sparsely Activated Transformer with Stochastic Experts. ICLR 2022 - [c39]Rui Liu, Young Jin Kim, Alexandre Muzio, Hany Hassan:
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. ICML 2022: 13782-13792 - [c38]Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan:
Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations. NAACL-HLT 2022: 600-606 - [i24]Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla:
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR abs/2205.14336 (2022) - [i23]Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla:
Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations. CoRR abs/2206.14982 (2022) - [i22]Muhammad N. ElNokrashy, Amr Hendy, Mohamed Maher, Mohamed Afify, Hany Hassan Awadalla:
Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation. CoRR abs/2208.05852 (2022) - [i21]Hossam Amer, Young Jin Kim, Mohamed Afify, Hitokazu Matsushita, Hany Hassan Awadalla:
Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU. CoRR abs/2208.06874 (2022) - [i20]Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang:
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. CoRR abs/2208.09770 (2022) - [i19]Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla:
Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production. CoRR abs/2211.10017 (2022) - 2021
- [c37]Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan:
Discovering Representation Sprachbund For Multilingual Pre-Training. EMNLP (Findings) 2021: 881-894 - [c36]Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan:
Improving Multilingual Translation by Representation and Gradient Regularization. EMNLP (1) 2021: 7266-7279 - [c35]Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar, Jailan S. ElMosalami, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla:
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs. WMT@EMNLP 2021: 130-135 - [c34]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. WMT@EMNLP 2021: 446-455 - [i18]Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR abs/2106.13736 (2021) - [i17]Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan:
Discovering Representation Sprachbund For Multilingual Pre-Training. CoRR abs/2109.00271 (2021) - [i16]Yilin Yang, Akiko Eriguchi, Alexandre Muzio, Prasad Tadepalli, Stefan Lee, Hany Hassan:
Improving Multilingual Translation by Representation and Gradient Regularization. CoRR abs/2109.04778 (2021) - [i15]Young Jin Kim, Ammar Ahmad Awan, Alexandre Muzio, Andrés Felipe Cruz-Salinas, Liyang Lu, Amr Hendy, Samyam Rajbhandari, Yuxiong He, Hany Hassan Awadalla:
Scalable and Efficient MoE Training for Multitask Multilingual Models. CoRR abs/2109.10465 (2021) - [i14]Simiao Zuo, Xiaodong Liu, Jian Jiao, Young Jin Kim, Hany Hassan, Ruofei Zhang, Tuo Zhao, Jianfeng Gao:
Taming Sparsely Activated Transformer with Stochastic Experts. CoRR abs/2110.04260 (2021) - [i13]Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei:
Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR abs/2111.02086 (2021) - [i12]Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar, Jailan S. ElMosalami, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla:
Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs. CoRR abs/2111.13284 (2021) - 2020
- [c33]Amr Sharaf, Hany Hassan, Hal Daumé III:
Meta-Learning for Few-Shot NMT Adaptation. NGT@ACL 2020: 43-53 - [c32]Young Jin Kim, Hany Hassan:
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding. SustaiNLP@EMNLP 2020: 149-158 - [c31]Yiren Wang, ChengXiang Zhai, Hany Hassan:
Multi-task Learning for Multilingual Neural Machine Translation. EMNLP (1) 2020: 1022-1034 - [c30]Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla:
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions. WMT@EMNLP 2020: 947-951 - [i11]Amr Sharaf, Hany Hassan, Hal Daumé III:
Meta-Learning for Few-Shot NMT Adaptation. CoRR abs/2004.02745 (2020) - [i10]Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla:
Multi-task Learning for Multilingual Neural Machine Translation. CoRR abs/2010.02523 (2020) - [i9]Young Jin Kim, Hany Hassan Awadalla:
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding. CoRR abs/2010.13382 (2020) - [i8]Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla:
Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions. CoRR abs/2011.07933 (2020) - [i7]Shuming Ma, Jian Yang, Haoyang Huang, Zewen Chi, Li Dong, Dongdong Zhang, Hany Hassan Awadalla, Alexandre Muzio, Akiko Eriguchi, Saksham Singhal, Xia Song, Arul Menezes, Furu Wei:
XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR abs/2012.15547 (2020)
2010 – 2019
- 2019
- [c29]Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie:
Multi-Source Cross-Lingual Model Transfer: Learning What to Share. ACL (1) 2019: 3098-3112 - [c28]Young Jin Kim, Marcin Junczys-Dowmunt, Hany Hassan, Alham Fikri Aji, Kenneth Heafield, Roman Grundkiewicz, Nikolay Bogoychev:
From Research to Production and Back: Ludicrously Fast Neural Machine Translation. NGT@EMNLP-IJCNLP 2019: 280-288 - [c27]Lesly Miculicich, Marc Marone, Hany Hassan:
Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation. NGT@EMNLP-IJCNLP 2019: 289-296 - [c26]Ahmed Y. Tawfik, Mahitab Emam, Khaled Essam, Robert Nabil, Hany Hassan:
Morphology-aware Word-Segmentation in Dialectal Arabic Adaptation of Neural Machine Translation. WANLP@ACL 2019 2019: 11-17 - 2018
- [c25]Mostafa Elaraby, Ahmed Y. Tawfik, Mahmoud Khaled, Hany Hassan, Aly Osama:
Gender aware spoken language translation applied to English-Arabic. ICNLSP 2018: 1-6 - [c24]Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li:
Universal Neural Machine Translation for Extremely Low Resource Languages. NAACL-HLT 2018: 344-354 - [i6]Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O. K. Li:
Universal Neural Machine Translation for Extremely Low Resource Languages. CoRR abs/1802.05368 (2018) - [i5]Mostafa Elaraby, Ahmed Y. Tawfik, Mahmoud Khaled, Hany Hassan, Aly Osama:
Gender Aware Spoken Language Translation Applied to English-Arabic. CoRR abs/1802.09287 (2018) - [i4]Hany Hassan, Anthony Aue, Chang Chen, Vishal Chowdhary, Jonathan Clark, Christian Federmann, Xuedong Huang, Marcin Junczys-Dowmunt, William Lewis, Mu Li, Shujie Liu, Tie-Yan Liu, Renqian Luo, Arul Menezes, Tao Qin, Frank Seide, Xu Tan, Fei Tian, Lijun Wu, Shuangzhi Wu, Yingce Xia, Dongdong Zhang, Zhirui Zhang, Ming Zhou:
Achieving Human Parity on Automatic Chinese to English News Translation. CoRR abs/1803.05567 (2018) - [i3]Xilun Chen, Ahmed Hassan Awadallah, Hany Hassan, Wei Wang, Claire Cardie:
Multi-Source Cross-Lingual Model Transfer: Learning What to Share. CoRR abs/1810.03552 (2018) - 2017
- [c23]Hany Hassan, Mostafa Elaraby, Ahmed Y. Tawfik:
Synthetic Data for Neural Machine Translation of Spoken-Dialects. IWSLT 2017: 82-89 - [i2]Hany Hassan, Mostafa Elaraby, Ahmed Y. Tawfik:
Synthetic Spoken Data for Neural Machine Translation. CoRR abs/1707.00079 (2017) - 2015
- [c22]Kai Zhao, Hany Hassan, Michael Auli:
Learning Translation Models from Monolingual Continuous Representations. HLT-NAACL 2015: 1527-1536 - [i1]Junyoung Chung, Jacob Devlin, Hany Hassan Awadalla:
Detecting Interrogative Utterances with Recurrent Neural Networks. CoRR abs/1511.01042 (2015) - 2014
- [c21]Avneesh Saluja, Hany Hassan, Kristina Toutanova, Chris Quirk:
Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data. ACL (1) 2014: 676-686 - [c20]Hany Hassan, Lee Schwartz, Dilek Hakkani-Tür, Gökhan Tür:
Segmentation and disfluency removal for conversational speech translation. INTERSPEECH 2014: 318-322 - [p1]Hany Hassan, Kareem Darwish:
Statistical Machine Translation. NLP of Semitic Languages 2014: 199-219 - 2013
- [c19]Hany Hassan, Arul Menezes:
Social Text Normalization using Contextual Graph Random Walks. ACL (1) 2013: 1577-1586 - [c18]Anthony Aue, Qin Gao, Hany Hassan, Xiaodong He, Gang Li, Nicholas Ruiz, Frank Seide:
MSR-FBK IWSLT 2013 SLT system description. IWSLT (Evaluation Campaign) 2013 - 2012
- [j3]Nizar Habash, Hany Hassan:
Special issue on Machine Translation for Arabic: Preface. Mach. Transl. 26(1-2): 1-2 (2012) - [j2]Hany Hassan, Khalil Sima'an, Andy Way:
Efficient accurate syntactic direct translation models: one tree at a time. Mach. Transl. 26(1-2): 121-136 (2012) - 2011
- [c17]Ahmed Hefny, Hany Hassan, Mohamed Bahgat:
Incremental Combinatory Categorial Grammar and Its Derivations. CICLing (1) 2011: 96-108
2000 – 2009
- 2009
- [c16]Hany Hassan, Khalil Sima'an, Andy Way:
A Syntactified Direct Translation Model with Linear-time Decoding. EMNLP 2009: 1182-1191 - [c15]Hany Hassan, Khalil Sima'an, Andy Way:
Lexicalized Semi-incremental Dependency Parsing. RANLP 2009: 128-134 - 2008
- [j1]Hany Hassan, Khalil Sima'an, Andy Way:
Syntactically Lexicalized Phrase-Based SMT. IEEE Trans. Speech Audio Process. 16(7): 1260-1273 (2008) - [c14]Ahmed Hassan Awadallah, Sara Noeman, Hany Hassan:
Language Independent Text Correction using Finite State Automata. IJCNLP 2008: 913-918 - [c13]Yanjun Ma, John Tinsley, Hany Hassan, Jinhua Du, Andy Way:
Exploiting alignment techniques in MATREX: the DCU machine translation system for IWSLT 2008. IWSLT 2008: 26-33 - [c12]Hany Hassan, Khalil Sima'an, Andy Way:
A syntactic language model based on incremental CCG parsing. SLT 2008: 205-208 - 2007
- [c11]Hany Hassan, Khalil Sima'an, Andy Way:
Supertagged Phrase-Based Statistical Machine Translation. ACL 2007 - [c10]Walid Magdy, Kareem Darwish, Ossama Emam, Hany Hassan:
Arabic Cross-Document Person Name Normalization. SEMITIC@ACL 2007: 25-32 - [c9]Amgad Madkour, Kareem Darwish, Hany Hassan, Ahmed Hassan, Ossama Emam:
BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text. BioNLP@ACL 2007: 89-96 - [c8]Hany Hassan, Yanjun Ma, Andy Way:
Matrex: the DCU machine translation system for IWSLT 2007. IWSLT 2007: 69-75 - 2006
- [c7]Hany Hassan, Ahmed Hassan Awadallah, Ossama Emam:
Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement. EMNLP 2006: 501-508 - [c6]Hany Hassan, Mary Hearne, Andy Way, Khalil Sima'an:
Syntactic Phrase-Based Statistical Machine Translation. SLT 2006: 238-241 - 2005
- [c5]Kareem Darwish, Hany Hassan, Ossama Emam:
Examining the Effect of Improved Context Sensitive Morphology on Arabic Information Retrieval. SEMITIC@ACL 2005: 25-30 - [c4]Hany Hassan, Jeffrey Sorensen:
An Integrated Approach for Arabic-English Named Entity Translation. SEMITIC@ACL 2005: 87-93 - 2004
- [c3]Radu Florian, Hany Hassan, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Xiaoqiang Luo, Nicolas Nicolov, Salim Roukos:
A Statistical Model for Multilingual Entity Detection and Tracking. HLT-NAACL 2004: 1-8 - 2003
- [c2]Young-Suk Lee, Kishore Papineni, Salim Roukos, Ossama Emam, Hany Hassan:
Language Model Based Arabic Word Segmentation. ACL 2003: 399-406 - [c1]Yaser Al-Onaizan, Radu Florian, Martin Franz, Hany Hassan, Young-Suk Lee, J. Scott McCarley, Kishore Papineni, Salim Roukos, Jeffrey S. Sorensen, Christoph Tillmann, Todd Ward, Fei Xia:
TIPS: A Translingual Information Processing System. HLT-NAACL 2003
Coauthor Index
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