Hany Hassan Awadalla

37 papers A* 1Journal 30Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective. ACL (1) Yiyao Yu, Yuxiang Zhang, Dongdong Zhang, Xiao Liang, Hengyuan Zhang, Xingxing Zhang, Mahmoud Khademi, Hany Hassan Awadalla, Junjie Wang, Yujiu Yang, Furu Wei
2025	—	`conf`	Efficiently Editing Mixture-of-Experts Models with Compressed Experts. EMNLP (Findings) Yifei He, Yang Liu, Chen Liang, Hany Hassan Awadalla
2025	J	`jnl`	Efficiently Editing Mixture-of-Experts Models with Compressed Experts. CoRR Yifei He, Yang Liu, Chen Liang, Hany Hassan Awadalla
2025	J	`jnl`	Scaling Laws of Synthetic Data for Language Models. CoRR Zeyu Qin, Qingxiu Dong, Xingxing Zhang, Li Dong, Xiaolong Huang, Ziyi Yang, Mahmoud Khademi, Dongdong Zhang, Hany Hassan Awadalla, Yi R. Fung, Weizhu Chen, Minhao Cheng, Furu Wei
2025	J	`jnl`	Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model. CoRR Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Hassan Awadalla, Weizhu Chen, Mingyuan Zhou
2025	J	`jnl`	Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model. Trans. Mach. Learn. Res. Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Hassan Awadalla, Weizhu Chen, Mingyuan Zhou
2025	J	`jnl`	Self-Exploring Language Models: Active Preference Elicitation for Online Alignment. Trans. Mach. Learn. Res. Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
2024	A*	`conf`	A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models. ICLR Haoran Xu, Young Jin Kim, Amr Sharaf, Hany Hassan Awadalla
2024	J	`jnl`	SciAgent: Tool-augmented Language Models for Scientific Reasoning. CoRR Yubo Ma, Zhibin Gou, Junheng Hao, Ruochen Xu, Shuohang Wang, Liangming Pan, Yujiu Yang, Yixin Cao, Aixin Sun, Hany Hassan Awadalla, Weizhu Chen
2024	J	`jnl`	Training Small Multimodal Models to Bridge Biomedical Competency Gap: A Case Study in Radiology Imaging. CoRR 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
2023	J	`jnl`	A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models. CoRR Haoran Xu, Young Jin Kim, Amr Sharaf, Hany Hassan Awadalla
2023	—	`conf`	Dissecting In-Context Learning of Translations in GPT-3. EMNLP (Findings) Vikas Raunak, Arul Menezes, Hany Hassan Awadalla
2023	J	`jnl`	Dissecting In-Context Learning of Translations in GPTs. CoRR Vikas Raunak, Hany Hassan Awadalla, Arul Menezes
2023	J	`jnl`	Do GPTs Produce Less Literal Translations? CoRR Vikas Raunak, Arul Menezes, Matt Post, Hany Hassan Awadalla
2023	J	`jnl`	FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs. CoRR Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla
2023	J	`jnl`	How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation. CoRR Amr Hendy, Mohamed Abdelrehim, Amr Sharaf, Vikas Raunak, Mohamed Gabr, Hitokazu Matsushita, Young Jin Kim, Mohamed Afify, Hany Hassan Awadalla
2023	—	`conf`	Leveraging GPT-4 for Automatic Translation Post-Editing. EMNLP (Findings) Vikas Raunak, Amr Sharaf, Yiren Wang, Hany Hassan Awadalla, Arul Menezes
2023	J	`jnl`	Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness. CoRR Young Jin Kim, Raffy Fahim, Hany Hassan Awadalla
2023	J	`jnl`	ResiDual: Transformer with Dual Residual Connections. CoRR Shufang Xie, Huishuai Zhang, Junliang Guo, Xu Tan, Jiang Bian, Hany Hassan Awadalla, Arul Menezes, Tao Qin, Rui Yan
2023	J	`jnl`	Task-Based MoE for Multitask Multilingual Machine Translation. CoRR Hai Pham, Young Jin Kim, Subhabrata Mukherjee, David P. Woodruff, Barnabás Póczos, Hany Hassan Awadalla
2022	J	`jnl`	Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations. CoRR Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla
2022	J	`jnl`	Fast Vocabulary Projection Method via Clustering for Multilingual Machine Translation on GPU. CoRR Hossam Amer, Young Jin Kim, Mohamed Afify, Hitokazu Matsushita, Hany Hassan Awadalla
2022	J	`jnl`	Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
2022	J	`jnl`	Language Tokens: A Frustratingly Simple Approach Improves Zero-Shot Performance of Multilingual Translation. CoRR Muhammad N. ElNokrashy, Amr Hendy, Mohamed Maher, Mohamed Afify, Hany Hassan Awadalla
2022	J	`jnl`	Who Says Elephants Can't Run: Bringing Large Scale MoE Models into Cloud Scale Production. CoRR Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla
2022	J	`jnl`	Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization. CoRR 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
2021	J	`jnl`	DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders. CoRR Shuming Ma, Li Dong, Shaohan Huang, Dongdong Zhang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	—	`conf`	Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs. WMT@EMNLP Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar, Jailan S. ElMosalami, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla
2021	J	`jnl`	Ensembling of Distilled Models from Multi-task Teachers for Constrained Resource Language Pairs. CoRR Amr Hendy, Esraa A. Gad, Mohamed Abdelghaffar, Jailan S. ElMosalami, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla
2021	J	`jnl`	Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task. CoRR Jian Yang, Shuming Ma, Haoyang Huang, Dongdong Zhang, Li Dong, Shaohan Huang, Alexandre Muzio, Saksham Singhal, Hany Hassan Awadalla, Xia Song, Furu Wei
2021	J	`jnl`	Scalable and Efficient MoE Training for Multitask Multilingual Models. CoRR Young Jin Kim, Ammar Ahmad Awan, Alexandre Muzio, Andrés Felipe Cruz-Salinas, Liyang Lu, Amr Hendy, Samyam Rajbhandari, Yuxiong He, Hany Hassan Awadalla
2020	J	`jnl`	FastFormers: Highly Efficient Transformer Models for Natural Language Understanding. CoRR Young Jin Kim, Hany Hassan Awadalla
2020	J	`jnl`	Multi-task Learning for Multilingual Neural Machine Translation. CoRR Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla
2020	—	`conf`	Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions. WMT@EMNLP Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla
2020	J	`jnl`	Score Combination for Improved Parallel Corpus Filtering for Low Resource Conditions. CoRR Muhammad N. ElNokrashy, Amr Hendy, Mohamed Abdelghaffar, Mohamed Afify, Ahmed Y. Tawfik, Hany Hassan Awadalla
2020	J	`jnl`	XLM-T: Scaling up Multilingual Machine Translation with Pretrained Cross-lingual Transformer Encoders. CoRR 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
2015	J	`jnl`	Detecting Interrogative Utterances with Recurrent Neural Networks. CoRR Junyoung Chung, Jacob Devlin, Hany Hassan Awadalla