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Counterfactual reasoning: Testing language models' understanding of hypothetical scenarios


May 26, 2023
Jiaxuan Li, Lang Yu, Allyson Ettinger

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* Accepted to ACL 2023. arXiv admin note: substantial text overlap with arXiv:2212.03278 

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Counterfactual reasoning: Do language models need world knowledge for causal understanding?


Dec 06, 2022
Jiaxuan Li, Lang Yu, Allyson Ettinger

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* 5 pages, accepted to nCSI workshop at NeurIPS 2022 

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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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"No, they did not": Dialogue response dynamics in pre-trained language models


Oct 05, 2022
Sanghee J. Kim, Lang Yu, Allyson Ettinger

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* 12 pages, 8 figures, COLING 2022, see https://github.com/sangheek16/dialogue-response-dynamics for codes and material 

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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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Variation and generality in encoding of syntactic anomaly information in sentence embeddings


Nov 12, 2021
Qinxuan Wu, Allyson Ettinger

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* BlackBoxNLP, EMNLP 

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Pragmatic competence of pre-trained language models through the lens of discourse connectives


Sep 27, 2021
Lalchand Pandia, Yan Cong, Allyson Ettinger

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* Accepted at CoNLL 2021 

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Sorting through the noise: Testing robustness of information processing in pre-trained language models


Sep 25, 2021
Lalchand Pandia, Allyson Ettinger

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* Accepted at EMNLP 2021 

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On the Interplay Between Fine-tuning and Composition in Transformers


Jun 01, 2021
Lang Yu, Allyson Ettinger

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* To appear in Findings of ACL 2021 

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