← Authors

Hany Hassan

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

Achievements

🧭 Keyword Pioneer 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (45) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 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