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Large Language Models Can Be Easily Distracted by Irrelevant Context


Feb 13, 2023
Freda Shi, Xinyun Chen, Kanishka Misra, Nathan Scales, David Dohan, Ed Chi, Nathanael Schärli, Denny Zhou

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Language model acceptability judgements are not always robust to context


Dec 18, 2022
Koustuv Sinha, Jon Gauthier, Aaron Mueller, Kanishka Misra, Keren Fuentes, Roger Levy, Adina Williams

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COMPS: Conceptual Minimal Pair Sentences for testing Property Knowledge and Inheritance in Pre-trained Language Models


Oct 06, 2022
Kanishka Misra, Julia Taylor Rayz, Allyson Ettinger

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* WIP; to be submitted to [REDACTED]; now also contains Acknowledgments 

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A Property Induction Framework for Neural Language Models


May 13, 2022
Kanishka Misra, Julia Taylor Rayz, Allyson Ettinger

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* CogSci 2022 camera ready version, with hyperref-compatible citations. Code and Supplemental Material can be found in https://github.com/kanishkamisra/lm-induction 

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minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models


Mar 24, 2022
Kanishka Misra

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* To be submitted; Code to reproduce experiments can be found on https://github.com/kanishkamisra/minicons-experiments 

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On Semantic Cognition, Inductive Generalization, and Language Models


Nov 04, 2021
Kanishka Misra

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* Accepted at AAAI 2022 Doctoral Consortium 

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Do language models learn typicality judgments from text?


May 06, 2021
Kanishka Misra, Allyson Ettinger, Julia Taylor Rayz

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* Accepted as a talk to CogSci 2021 

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Finding Fuzziness in Neural Network Models of Language Processing


Apr 22, 2021
Kanishka Misra, Julia Taylor Rayz

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* To appear at NAFIPS 2021 

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