Randall O’Reilly

3 papers · 2020–2022 · 3 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 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

ACL (1) ICML (1) NAACL (1)

Top co-authors

Jacob Russin (1) Alexander Petrov (1) Zachary Dulberg (1) Jacob Labe Russin (1) Taylor Webb (1) Yoshua Bengio (1) Ayush K Chakravarthy (1) Jonathan Cohen (1) Jason Jo (1) Steven Frankland (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Architectures (2) Core Methods (2) Interdisciplinary (1) Applications (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Linguistics (1) Understanding (1)

Keywords

systematic generalization (2) representation learning (1) attention mechanism (1) semantic processing (1) neural machine translation (1) compositional generalization (1) syntactic processing (1) grammatical role (1) linguistic abstraction (1) visual analogy (1) transformer architecture (1) temporal context normalization (1)

Papers

Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention NAACL 2022 Compositional Generalization by Factorizing Alignment and Translation ACL 2020 Learning Representations that Support Extrapolation ICML 2020