Hany Hassan Awadalla

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 29

Top Topics

Machine Translation

Comprehensive Evaluation

Top Venues

EMNLP (Findings)

Publications

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)
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 (2024)
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 (2024)
Hai Pham, Young Jin Kim, Subhabrata Mukherjee, David P. Woodruff, Barnabás Póczos, Hany Hassan Awadalla
Task-Based MoE for Multitask Multilingual Machine Translation. CoRR (2023)
Young Jin Kim, Rawn Henry, Raffy Fahim, Hany Hassan Awadalla
FineQuant: Unlocking Efficiency with Fine-Grained Weight-Only Quantization for LLMs. CoRR (2023)
Young Jin Kim, Raffy Fahim, Hany Hassan Awadalla
Mixture of Quantized Experts (MoQE): Complementary Effect of Low-bit Quantization and Robustness. CoRR (2023)
Vikas Raunak, Arul Menezes, Hany Hassan Awadalla
Dissecting In-Context Learning of Translations in GPT-3. EMNLP (Findings) (2023)
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 (2023)
Vikas Raunak, Arul Menezes, Matt Post, Hany Hassan Awadalla
Do GPTs Produce Less Literal Translations? CoRR (2023)
Vikas Raunak, Amr Sharaf, Yiren Wang, Hany Hassan Awadalla, Arul Menezes
Leveraging GPT-4 for Automatic Translation Post-Editing. EMNLP (Findings) (2023)
Haoran Xu, Young Jin Kim, Amr Sharaf, Hany Hassan Awadalla
A Paradigm Shift in Machine Translation: Boosting Translation Performance of Large Language Models. CoRR (2023)
Vikas Raunak, Hany Hassan Awadalla, Arul Menezes
Dissecting In-Context Learning of Translations in GPTs. CoRR (2023)
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 (2023)
Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla
Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations. CoRR (2022)
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 (2022)
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 (2022)
Rui Liu, Young Jin Kim, Alexandre Muzio, Barzan Mozafari, Hany Hassan Awadalla
Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers. CoRR (2022)
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 (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2021)
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)
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 (2021)
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)
Young Jin Kim, Hany Hassan Awadalla
FastFormers: Highly Efficient Transformer Models for Natural Language Understanding. CoRR (2020)
Yiren Wang, ChengXiang Zhai, Hany Hassan Awadalla
Multi-task Learning for Multilingual Neural Machine Translation. CoRR (2020)
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 (2020)
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 (2020)
Junyoung Chung, Jacob Devlin, Hany Hassan Awadalla
Detecting Interrogative Utterances with Recurrent Neural Networks. CoRR (2015)