On the opportunities and risks of foundation models R Bommasani, DA Hudson, E Adeli, R Altman, S Arora, S von Arx, ... arXiv preprint arXiv:2108.07258, 2021 | 2842 | 2021 |
A structural probe for finding syntax in word representations J Hewitt, CD Manning Proceedings of the 2019 Conference of the North American Chapter of the …, 2019 | 1104 | 2019 |
Designing and Interpreting Probes with Control Tasks J Hewitt, P Liang EMNLP, 2019 | 480 | 2019 |
Lost in the middle: How language models use long contexts NF Liu, K Lin, J Hewitt, A Paranjape, M Bevilacqua, F Petroni, P Liang TACL, 2023 | 347 | 2023 |
Emergent linguistic structure in artificial neural networks trained by self-supervision CD Manning, K Clark, J Hewitt, U Khandelwal, O Levy Proceedings of the National Academy of Sciences 117 (48), 30046-30054, 2020 | 317 | 2020 |
Finding Universal Grammatical Relations in Multilingual BERT EA Chi, J Hewitt, CD Manning ACL, 2020 | 153* | 2020 |
XNMT: The extensible neural machine translation toolkit G Neubig, M Sperber, X Wang, M Felix, A Matthews, S Padmanabhan, ... AMTA, 2018 | 75 | 2018 |
RNNs can generate bounded hierarchical languages with optimal memory J Hewitt, M Hahn, S Ganguli, P Liang, CD Manning EMNLP, 2020 | 48 | 2020 |
Simple, fast, accurate intent classification and slot labeling for goal-oriented dialogue systems A Gupta, J Hewitt, K Kirchhoff SIGDIAL, 2019 | 42* | 2019 |
Conditional probing: measuring usable information beyond a baseline J Hewitt, K Ethayarajh, P Liang, CD Manning EMNLP, 2021 | 40 | 2021 |
Learning translations via images with a massively multilingual image dataset J Hewitt, D Ippolito, B Callahan, R Kriz, DT Wijaya, C Callison-Burch Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 39 | 2018 |
The EOS Decision and Length Extrapolation B Newman, J Hewitt, P Liang, CD Manning BlackBoxNLP, 2020 | 38 | 2020 |
Refining Targeted Syntactic Evaluation of Language Models B Newman, KS Ang, J Gong, J Hewitt NAACL, 2021 | 33 | 2021 |
Truncation Sampling as Language Model Desmoothing J Hewitt, CD Manning, P Liang Findings of EMNLP, 2022 | 32 | 2022 |
Learning translations via matrix completion DT Wijaya, B Callahan, J Hewitt, J Gao, X Ling, M Apidianaki, ... Proceedings of the 2017 Conference on Empirical Methods in Natural Language …, 2017 | 19 | 2017 |
Probing artificial neural networks: insights from neuroscience AA Ivanova, J Hewitt, N Zaslavsky Brain2AI, 2021 | 13 | 2021 |
Capturing rich response relationships with small-data neural networks J Hewitt US Patent 10,380,260, 2019 | 13 | 2019 |
Backpack Language Models J Hewitt, J Thickstun, CD Manning, P Liang ACL, 2023 | 10 | 2023 |
A distributional and orthographic aggregation model for english derivational morphology D Deutsch, J Hewitt, D Roth Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018 | 9 | 2018 |
Ensembles and cocktails: Robust finetuning for natural language generation J Hewitt, XL Li, SM Xie, B Newman, P Liang | 8 | 2021 |