Quantity doesn't buy quality syntax with neural language models M van Schijndel, A Mueller, T Linzen Empirical Methods in Natural Language Processing (EMNLP), 2019 | 95 | 2019 |
The Johns Hopkins University Bible Corpus: 1600+ tongues for typological exploration AD McCarthy, R Wicks, D Lewis, A Mueller, W Wu, O Adams, G Nicolai, ... Proceedings of the 12th Language Resources and Evaluation Conference, 2884-2892, 2020 | 69 | 2020 |
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models M Finlayson*, A Mueller*, S Gehrmann, S Shieber, T Linzen, Y Belinkov Association for Computational Linguistics (ACL), 2021 | 63 | 2021 |
Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement A Mueller, Z Wood-Doughty, S Amir, M Dredze, AL Nobles Proceedings of the ACM on Human-Computer Interaction, 2021 | 55 | 2021 |
Cross-Linguistic Syntactic Evaluation of Word Prediction Models A Mueller, G Nicolai, P Petrou-Zeniou, N Talmina, T Linzen Association for Computational Linguistics (ACL), 2020 | 51 | 2020 |
Inverse Scaling: When Bigger Isn't Better IR McKenzie, A Lyzhov, M Pieler, A Parrish, A Mueller, A Prabhu, ... Transactions on Machine Learning Research (TMLR), 2023 | 50* | 2023 |
Findings of the BabyLM Challenge: Sample-efficient pretraining on developmentally plausible corpora A Warstadt*, A Mueller*, L Choshen, E Wilcox, C Zhuang, J Ciro, ... Proceedings of the BabyLM Challenge at the 27th Conference on Computational …, 2023 | 35 | 2023 |
Function vectors in large language models E Todd, ML Li, AS Sharma, A Mueller, BC Wallace, D Bau International Conference on Learning Representations (ICLR), 2024 | 33 | 2024 |
Label Semantic Aware Pre-training for Few-shot Text Classification A Mueller, J Krone, S Romeo, S Mansour, E Mansimov, Y Zhang, D Roth Association for Computational Linguistics (ACL), 2022 | 29 | 2022 |
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models A Mueller, R Frank, T Linzen, L Wang, S Schuster Association for Computational Linguistics (ACL), 2022 | 29 | 2022 |
Call for Papers – The BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus A Warstadt, L Choshen, A Mueller, A Williams, E Wilcox, C Zhuang arXiv preprint arXiv:2301.11796, 2023 | 27 | 2023 |
Bernice: A Multilingual Pre-trained Encoder for Twitter A DeLucia, S Wu, A Mueller, C Aguirre, M Dredze, P Resnik Empirical Methods in Natural Language Processing (EMNLP), 2022 | 26 | 2022 |
Inverse scaling prize: Second round winners I McKenzie, A Lyzhov, A Parrish, A Prabhu, A Mueller, N Kim, S Bowman, ... Fund for Alignment Research (FAR), 2022 | 22* | 2022 |
Decoding Methods for Neural Narrative Generation A DeLucia*, A Mueller*, XL Li, J Sedoc Proceedings of the First Workshop on Generation Evaluation and Metrics at …, 2021 | 22 | 2021 |
An analysis of massively multilingual neural machine translation for low-resource languages A Mueller, G Nicolai, AD McCarthy, D Lewis, W Wu, D Yarowsky Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020 | 22 | 2020 |
What Do NLP Researchers Believe? Results of the NLP Community Metasurvey J Michael, A Holtzman, A Parrish, A Mueller, A Wang, A Chen, D Madaan, ... Association for Computational Linguistics (ACL), 2023 | 18 | 2023 |
Fine-grained morphosyntactic analysis and generation tools for more than one thousand languages G Nicolai, D Lewis, AD McCarthy, A Mueller, W Wu, D Yarowsky Proceedings of the Twelfth Language Resources and Evaluation Conference …, 2020 | 17 | 2020 |
Modeling Color Terminology Across Thousands of Languages AD McCarthy, W Wu, A Mueller, B Watson, D Yarowsky Empirical Methods in Natural Language Processing (EMNLP), 2019 | 14 | 2019 |
The inverse scaling prize, 2022 I McKenzie, A Lyzhov, A Parrish, A Prabhu, A Mueller, N Kim, S Bowman, ... URL https://github. com/inverse-scaling/prize, 2022 | 11 | 2022 |
Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling A Mueller, M Dredze Proceedings of the 2021 Conference of the North American Chapter of the …, 2021 | 11 | 2021 |