David Talbot

9 papers · 2004–2019 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🐣 Hot Topic Early Bird

Venues

ACL (6) EMNLP (3)

Top co-authors

Miles Osborne (4) Franz Och (3) Chris Callison-Burch (1) Andrew Dai (1) Hiroshi Ichikawa (1) Ryan Mcdonald (1) Hideto Kazawa (1) Rico Sennrich (1) Slav Petrov (1) Fedor Moiseev (1)

Research topics

Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Architectures (1) Core AI (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

model compression (1) transformer architecture (1) neural machine translation (1) multi-head self-attention (1) multi-head attention (1) l0 regularization (1) attention pruning (1) attention head pruning (1)

Papers

Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned ACL 2019 Language-independent compound splitting with morphological operations ACL 2011 Training a Parser for Machine Translation Reordering EMNLP 2011 Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. EMNLP 2011 Randomized Language Models via Perfect Hash Functions ACL 2008 Randomised Language Modelling for Statistical Machine Translation ACL 2007 Smoothed Bloom Filter Language Models: Tera-Scale LMs on the Cheap EMNLP 2007 Modelling Lexical Redundancy for Machine Translation ACL 2006 Statistical Machine Translation with Word- and Sentence-Aligned Parallel Corpora ACL 2004