William Timkey

3 papers · 2021–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

EMNLP (2) ACL (1)

Top co-authors

Marten van Schijndel (2) Tal Linzen (1) Matt Wilber (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Architectures (1) Cognitive Science (1) Core AI (1) Learning Types (1) Models (1) Optimization & Theory (1)

Keywords

representation learning (1) attention mechanism (1) working memory (1) sentence processing (1) recurrent neural network (1) language model (1) cosine similarity (1) similarity measure (1) cue-based retrieval (1) human sentence processing (1) interference effect (1)

Papers

A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023 All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality EMNLP 2021 To Point or Not to Point: Understanding How Abstractive Summarizers Paraphrase Text ACL 2021