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Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference
RT McCoy, E Pavlick, T Linzen
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
12332019
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
arXiv preprint arXiv:2206.04615, 2022
10192022
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
T Linzen, E Dupoux, Y Goldberg
Transactions of the Association for Computational Linguistics 4, 521-535, 2016
10142016
Colorless green recurrent networks dream hierarchically
K Gulordava, P Bojanowski, E Grave, T Linzen, M Baroni
Proceedings of the 16th Annual Conference of the North American Chapter of …, 2018
6302018
Targeted Syntactic Evaluation of Language Models
R Marvin, T Linzen
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
4622018
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation
N Kim, T Linzen
EMNLP, 2020
2632020
Syntactic Structure from Deep Learning
T Linzen, M Baroni
Annual Reviews of Linguistics, 2021
2302021
Issues in evaluating semantic spaces using word analogies
T Linzen
Proceedings of the First Workshop on Evaluating Vector Space Representations …, 2016
1982016
How Can We Accelerate Progress Towards Human-like Linguistic Generalization?
T Linzen
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1932020
Syntactic Data Augmentation Increases Robustness to Inference Heuristics
J Min, RT McCoy, D Das, E Pitler, T Linzen
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1762020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance
RT McCoy, J Min, T Linzen
Proceedings of BlackboxNLP 2020, 2019
1652019
Uncertainty and expectation in sentence processing: evidence from subcategorization distributions
T Linzen, TF Jaeger
Cognitive Science 40 (6), 1382-1411, 2016
1422016
Human few-shot learning of compositional instructions
BM Lake, T Linzen, M Baroni
Proceedings of the 41st Annual Conference of the Cognitive Science Society, 2019
1352019
How much do language models copy from their training data? evaluating linguistic novelty in text generation using raven
RT McCoy, P Smolensky, T Linzen, J Gao, A Celikyilmaz
Transactions of the Association for Computational Linguistics 11, 652-670, 2023
1102023
In Spoken Word Recognition, the Future Predicts the Past
L Gwilliams, T Linzen, D Poeppel, A Marantz
Journal of Neuroscience 38 (35), 7585-7599, 2018
1102018
Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks
RT McCoy, R Frank, T Linzen
Transactions of the Association for Computational Linguistics 8, 125--140, 2020
1072020
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
N Kim, R Patel, A Poliak, A Wang, P Xia, RT McCoy, I Tenney, A Ross, ...
arXiv preprint arXiv:1904.11544, 2019
1042019
Quantity doesn't buy quality syntax with neural language models
M van Schijndel, A Mueller, T Linzen
EMNLP 2019, 2019
982019
Revisiting the poverty of the stimulus: hierarchical generalization without a hierarchical bias in recurrent neural networks
RT McCoy, R Frank, T Linzen
Proceedings of the 40th Annual Conference of the Cognitive Science Society, 2018
932018
The MultiBERTs: BERT Reproductions for Robustness Analysis
T Sellam, S Yadlowsky, J Wei, N Saphra, A D'Amour, T Linzen, J Bastings, ...
ICLR 2022, 2021
872021
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