Dominic Widdows

8 papers · 2002–2022 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Ultra 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive 🚀 Conference Pioneer

Venues

ACL (2) CoNLL (2) NAACL (2) COLING (1) EACL (1)

Top co-authors

Beate Dorow (2) Scott Cederberg (2) Chris Brew (1) Beth Hockey (1) Jian Wang (1) Akshay Hazare (1) Matthew Dunn (1) Joseph Bradley (1) Xi Chen (1) Kristen Howell (1)

Research topics

Machine Learning (2) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Types (1)

Keywords

model compression (1) domain adaptation (1) knowledge distillation (1) word embedding (1) negative sampling (1) multilingual bert (1) analogical retrieval (1) permutation-based encoding (1) conversational commerce (1) distilled model (1)

Papers

Domain-specific knowledge distillation yields smaller and better models for conversational commerce ACL 2022 Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) CoNLL 2018 Discovering Corpus-Specific Word Senses EACL 2003 Monolingual and Bilingual Concept Visualization from Corpora NAACL 2003 Orthogonal Negation in Vector Spaces for Modelling Word-Meanings and Document Retrieval ACL 2003 Unsupervised methods for developing taxonomies by combining syntactic and statistical information NAACL 2003 Using LSA and Noun Coordination Information to Improve the Recall and Precision of Automatic Hyponymy Extraction CoNLL 2003 A Graph Model for Unsupervised Lexical Acquisition COLING 2002