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Label Semantic Aware Pre-training for Few-shot Text Classification


Apr 14, 2022
Aaron Mueller, Jason Krone, Salvatore Romeo, Saab Mansour, Elman Mansimov, Yi Zhang, Dan Roth

* Accepted at ACL 2022 

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Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models


Mar 17, 2022
Aaron Mueller, Robert Frank, Tal Linzen, Luheng Wang, Sebastian Schuster

* Accepted to Findings of ACL 2022 

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Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models


Jun 22, 2021
Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann, Stuart Shieber, Tal Linzen, Yonatan Belinkov

* Accepted to ACL-IJCNLP 2021 

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Fine-tuning Encoders for Improved Monolingual and Zero-shot Polylingual Neural Topic Modeling


Apr 11, 2021
Aaron Mueller, Mark Dredze

* Accepted to NAACL 2021 

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Decoding Methods for Neural Narrative Generation


Oct 14, 2020
Alexandra DeLucia, Aaron Mueller, Xiang Lisa Li, João Sedoc

* 20 pages. Submitted to INLG 2020 

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Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement


Oct 13, 2020
Aaron Mueller, Zach Wood-Doughty, Silvio Amir, Mark Dredze, Alicia L. Nobles

* 27 pages (incl. 5 for references). Submitted to CSCW 2021 

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Cross-Linguistic Syntactic Evaluation of Word Prediction Models


May 21, 2020
Aaron Mueller, Garrett Nicolai, Panayiota Petrou-Zeniou, Natalia Talmina, Tal Linzen

* Accepted for presentation at ACL 2020 

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