Austin Matthews

5 papers · 2015–2022 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

ACL (2) CoNLL (1) ICLR (1) NAACL (1)

Top co-authors

Chris Dyer (5) Wang Ling (2) Graham Neubig (2) Miguel Ballesteros (1) Alon Lavie (1) Wojciech Stokowiec (1) Laurent Sartran (1) Domenic Donato (1) Noah A. Smith (1) Lei Yu (1)

Research topics

Deep Learning (2) Artificial Intelligence (1) Interdisciplinary (1) Machine Learning (1) Natural Language Processing (1) Architectures (1) Core AI (1) Generation (1) Linguistics (1) Models (1) Optimization & Theory (1)

Keywords

machine translation (1) noisy channel model (1) monte carlo tree search (1) autoregressive model (1) beam search (1) open-vocabulary language model (1) morphological knowledge (1) character sequence (1) morpheme sequence (1) unsupervised disambiguation (1) multilingual modeling (1) adaptive tree search (1)

Papers

Enabling Arbitrary Translation Objectives with Adaptive Tree Search ICLR 2022 Comparing Top-Down and Bottom-Up Neural Generative Dependency Models CoNLL 2019 Using Morphological Knowledge in Open-Vocabulary Neural Language Models NAACL 2018 Synthesizing Compound Words for Machine Translation ACL 2016 Transition-Based Dependency Parsing with Stack Long Short-Term Memory ACL 2015