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← Authors

Hany Hassan

27 papers · 2003–2023 · 6 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ 🌍 Conference Polyglot (6) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (20)
🌍 Conference Polyglot (6) πŸƒ Academic Marathon (20) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (74) πŸ’Ž Century Club (27) πŸ”₯ Unstoppable (6) ❓ The Questioner

Conferences

EMNLP (11) ACL (9) NAACL (4) ICLR (1) ICML (1) IJCNLP (1)

Top co-authors

Young Jin Kim (6) Alexandre Muzio (4) Akiko Eriguchi (2) Ossama Emam (2) Khalil Sima’an (2) Salim Roukos (2) Kishore Papineni (2) Jianfeng Gao (2) Ahmed Hassan (2) Arul Menezes (2)

Research topics

Core Methods (1)

Keywords

neural machine translation (5) transfer learning (5) multilingual translation (4) cross-lingual transfer (4) machine translation (3) language model (3) mixture of expert (3) multilingual neural machine translation (3) zero-shot learning (3) knowledge distillation (3) zero-shot translation (3) few-shot learning (2) model compression (2) transformer architecture (2) multilingual machine translation (2) multi-task learning (1) efficient inference (1) text classification (1) natural language understanding (1) word segmentation (1)

Papers

Task-Based MoE for Multitask Multilingual Machine Translation EMNLP 2023 Do GPTs Produce Less Literal Translations? ACL 2023 Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023 Building Multilingual Machine Translation Systems That Serve Arbitrary XY Translations NAACL 2022 Taming Sparsely Activated Transformer with Stochastic Experts ICLR 2022 Gating Dropout: Communication-efficient Regularization for Sparsely Activated Transformers ICML 2022 Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production EMNLP 2022 Multilingual Machine Translation Systems from Microsoft for WMT21 Shared Task EMNLP 2021 Improving Multilingual Translation by Representation and Gradient Regularization EMNLP 2021 Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021 Multi-task Learning for Multilingual Neural Machine Translation EMNLP 2020 Meta-Learning for Few-Shot NMT Adaptation ACL 2020 FastFormers: Highly Efficient Transformer Models for Natural Language Understanding EMNLP 2020 Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019 Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation EMNLP 2019 From Research to Production and Back: Ludicrously Fast Neural Machine Translation EMNLP 2019 Morphology-aware Word-Segmentation in Dialectal Arabic Adaptation of Neural Machine Translation ACL 2019 Universal Neural Machine Translation for Extremely Low Resource Languages NAACL 2018 Learning Translation Models from Monolingual Continuous Representations NAACL 2015 Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data ACL 2014 Social Text Normalization using Contextual Graph Random Walks ACL 2013 A Syntactified Direct Translation Model with Linear-time Decoding EMNLP 2009 Language Independent Text Correction using Finite State Automata IJCNLP 2008 Supertagged Phrase-Based Statistical Machine Translation ACL 2007 Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement EMNLP 2006 TIPS: A Translingual Information Processing System NAACL 2003 Language Model Based Arabic Word Segmentation ACL 2003