J. Edward Hu

6 papers · 2018–2020 · 6 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🚀 Conference Pioneer

Venues

AAAI (1) CoNLL (1) EMNLP (1) ICML (1) IJCAI (1) NAACL (1)

Top co-authors

Benjamin Van Durme (5) Matt Post (3) Rachel Rudinger (2) Ryan Culkin (1) Adam Poliak (1) Tony Duan (1) Patrick Xia (1) Greg Yang (1) Abhinav Singh (1) Zhongyang Li (1)

Research topics

Natural Language Processing (4) Machine Learning (3) Applications (3) Generation (3) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Types (1) Linguistics (1)

Keywords

lexically constrained decoding (2) adversarial robustness (1) causal reasoning (1) text classification (1) machine translation (1) natural language inference (1) data augmentation (1) lexical semantics (1) neural machine translation (1) text generation (1) paraphrase generation (1) dataset collection (1) knowledge graph (1) randomized smoothing (1) reasoning evaluation (1) beam search (1) semantic reasoning (1) sentence representation (1) monolingual translation (1) lexical constraint (1)

Papers

Guided Generation of Cause and Effect IJCAI 2020 Randomized Smoothing of All Shapes and Sizes ICML 2020 Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting NAACL 2019 Large-Scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering CoNLL 2019 PARABANK: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-Constrained Neural Machine Translation AAAI 2019 Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation EMNLP 2018