Michael Kayser

5 papers · 2012–2020 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ACL (2) CoNLL (1) EMNLP (1) NAACL (1)

Top co-authors

Christopher D. Manning (2) Tagyoung Chung (1) Kenneth Heafield (1) Subendhu Rongali (1) Wenlong Zhao (1) Regina Barzilay (1) Danielle Berry (1) Lambert Mathias (1) David Stallard (1) Karolina Owczarzak (1)

Research topics

Natural Language Processing (2) Deep Learning (1) Machine Learning (1) Application Areas (1) Applications (1) Architectures (1) Optimization & Theory (1) Understanding (1)

Keywords

model compression (1) knowledge distillation (1) semantic parsing (1) spoken language understanding (1) edge deployment (1) meaning representation (1) code embedding (1) compositional code embedding (1) rooted graph (1) cross-domain queries (1)

Papers

Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings EMNLP 2020 The Alexa Meaning Representation Language NAACL 2018 Deep Neural Language Models for Machine Translation CoNLL 2015 Faster Phrase-Based Decoding by Refining Feature State ACL 2014 Unsupervised Morphology Rivals Supervised Morphology for Arabic MT ACL 2012