David Talbot

11 papers · 2004–2019 · 4 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (15) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 📈 Trend Setter 💎 Century Club (11)

Conferences

ACL (6) EMNLP (3) COLING (1) CONLL (1)

Top co-authors

Miles Osborne (6) 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)

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

Watermarking the Outputs of Structured Prediction with an application in Statistical Machine Translation. EMNLP 2011

Language-independent compound splitting with morphological operations ACL 2011

Training a Parser for Machine Translation Reordering EMNLP 2011

Randomized Language Models via Perfect Hash Functions ACL 2008

Smoothed Bloom Filter Language Models: Tera-Scale LMs on the Cheap CONLL 2007

Smoothed Bloom Filter Language Models: Tera-Scale LMs on the Cheap EMNLP 2007

Randomised Language Modelling for Statistical Machine Translation ACL 2007

Modelling Lexical Redundancy for Machine Translation ACL 2006

Modelling Lexical Redundancy for Machine Translation COLING 2006

Statistical Machine Translation with Word- and Sentence-Aligned Parallel Corpora ACL 2004