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Aaron Mueller
Aaron Mueller
Postdoctoral Fellow, Northeastern University and The Technion
Verified email at northeastern.edu - Homepage
Title
Cited by
Cited by
Year
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
962019
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
762020
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
732021
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
63*2023
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
592021
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
552023
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
552020
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
462024
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
322022
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
322022
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
312022
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
302023
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
27*2022
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
242023
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
242021
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
232020
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
172020
Sparse feature circuits: Discovering and editing interpretable causal graphs in language models
S Marks, C Rager, EJ Michaud, Y Belinkov, D Bau, A Mueller
arXiv preprint arXiv:2403.19647, 2024
142024
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
142021
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
142019
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