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Nelson F. Liu
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AllenNLP: A Deep Semantic Natural Language Processing Platform
M Gardner, J Grus, M Neumann, O Tafjord, P Dasigi, N Liu, M Peters, ...
Proceedings of the Workshop for NLP Open Source Software, 2018
10842018
Linguistic Knowledge and Transferability of Contextual Representations
NF Liu, M Gardner, Y Belinkov, M Peters, NA Smith
Proceedings of the Conference of the North American Chapter of the …, 2019
5582019
Evaluating Models' Local Decision Boundaries via Contrast Sets
M Gardner, Y Artzi, V Basmova, J Berant, B Bogin, S Chen, P Dasigi, ...
Findings of EMNLP, 2020
2832020
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling
RL Logan IV, NF Liu, ME Peters, M Gardner, S Singh
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
1552019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
P Dasigi, NF Liu, A Marasovic, NA Smith, M Gardner
Proceedings of the Conference on Empirical Methods in Natural Language …, 2019
1282019
Crowdsourcing Multiple Choice Science Questions
J Welbl, NF Liu, M Gardner
Proceedings of the 3rd Workshop on Noisy User-generated Text, 2017
1072017
Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets
NF Liu, R Schwartz, NA Smith
Proceedings of the Conference of the North American Chapter of the …, 2019
802019
Can small and synthetic benchmarks drive modeling innovation? a retrospective study of question answering modeling approaches
NF Liu, T Lee, R Jia, P Liang
172021
LSTMs Exploit Linguistic Attributes of Data
NF Liu, O Levy, R Schwartz, C Tan, NA Smith
Proceedings of the 3rd Workshop on Representation Learning for NLP, 2018
172018
Lexical semantic recognition
NF Liu, D Hershcovich, M Kranzlein, N Schneider
Proceedings of the 17th Workshop on Multiword Expressions (MWE 2021), 2020
122020
Augmenting statistical machine translation with subword translation of out-of-vocabulary words
NF Liu, J May, M Pust, K Knight
arXiv preprint arXiv:1808.05700, 2018
92018
Discovering Phonesthemes with Sparse Regularization
NF Liu, GA Levow, NA Smith
Proceedings of the 2nd Workshop on Subword and Character Level Models in NLP, 2018
92018
ELISA System Description for LoReHLT 2017
L Cheung, T Gowda, U Hermjakob, N Liu, J May, A Mayn, ...
Proceedings of the NIST LoReHLT 2017 Workshop, 2017
92017
Identifying the limits of cross-domain knowledge transfer for pretrained models
Z Wu, NF Liu, C Potts
Proceedings of the 6th Workshop on Representation Learning for NLP, 2021
42021
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking
R Tamari, K Richardson, A Sar-Shalom, N Kahlon, N Liu, R Tsarfaty, ...
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022
32022
Evaluating models’ local decision boundaries via contrast sets (2020)
M Gardner, Y Artzi, V Basmova, J Berant, B Bogin, S Chen, P Dasigi, ...
arXiv preprint arxiv:2004.02709, 0
3
Are Sample-Efficient NLP Models More Robust?
NF Liu, A Kumar, P Liang, R Jia
arXiv preprint arXiv:2210.06456, 2022
22022
Making Heads and Tails of Models with Marginal Calibration for Sparse Tagsets
M Kranzlein, NF Liu, N Schneider
Findings of EMNLP, 2021
12021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop
E Durmus, V Gupta, NF Liu, N Peng, Y Su
Proceedings of the 2021 Conference of the North American Chapter of the …, 2021
2021
Proceedings of Second Workshop for NLP Open Source Software (NLP-OSS)
EL Park, M Hagiwara, D Milajevs, NF Liu, G Chauhan, L Tan
Proceedings of Second Workshop for NLP Open Source Software (NLP-OSS), 2020
2020
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Articles 1–20