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Tal Linzen

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In-context Learning Generalizes, But Not Always Robustly: The Case of Syntax

Nov 13, 2023
Aaron Mueller, Albert Webson, Jackson Petty, Tal Linzen

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A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models

Nov 01, 2023
Tiwalayo Eisape, MH Tessler, Ishita Dasgupta, Fei Sha, Sjoerd van Steenkiste, Tal Linzen

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The Impact of Depth and Width on Transformer Language Model Generalization

Oct 30, 2023
Jackson Petty, Sjoerd van Steenkiste, Ishita Dasgupta, Fei Sha, Dan Garrette, Tal Linzen

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A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing

Oct 24, 2023
William Timkey, Tal Linzen

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Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number

Oct 23, 2023
Sophie Hao, Tal Linzen

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SLOG: A Structural Generalization Benchmark for Semantic Parsing

Oct 23, 2023
Bingzhi Li, Lucia Donatelli, Alexander Koller, Tal Linzen, Yuekun Yao, Najoung Kim

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Do Language Models Refer?

Aug 10, 2023
Matthew Mandelkern, Tal Linzen

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Language Models Can Learn Exceptions to Syntactic Rules

Jun 09, 2023
Cara Su-Yi Leong, Tal Linzen

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How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases

May 31, 2023
Aaron Mueller, Tal Linzen

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How poor is the stimulus? Evaluating hierarchical generalization in neural networks trained on child-directed speech

Jan 26, 2023
Aditya Yedetore, Tal Linzen, Robert Frank, R. Thomas McCoy

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