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You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$NN-LM


Oct 28, 2022
Andrew Drozdov, Shufan Wang, Razieh Rahimi, Andrew McCallum, Hamed Zamani, Mohit Iyyer

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Compositional Semantic Parsing with Large Language Models


Sep 30, 2022
Andrew Drozdov, Nathanael Schärli, Ekin Akyürek, Nathan Scales, Xinying Song, Xinyun Chen, Olivier Bousquet, Denny Zhou

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* Fixed metadata. No other changes 

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Inducing and Using Alignments for Transition-based AMR Parsing


May 03, 2022
Andrew Drozdov, Jiawei Zhou, Radu Florian, Andrew McCallum, Tahira Naseem, Yoon Kim, Ramon Fernandez Astudillo

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* Accepted at NAACL 2022 

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Improved Latent Tree Induction with Distant Supervision via Span Constraints


Sep 10, 2021
Zhiyang Xu, Andrew Drozdov, Jay Yoon Lee, Tim O'Gorman, Subendhu Rongali, Dylan Finkbeiner, Shilpa Suresh, Mohit Iyyer, Andrew McCallum

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* EMNLP 2021 

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Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Autoencoders


Apr 04, 2019
Andrew Drozdov, Pat Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum

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* 14 pages, 8 figures, 8 tables. NAACL 2019 

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Emergent Communication in a Multi-Modal, Multi-Step Referential Game


Apr 16, 2018
Katrina Evtimova, Andrew Drozdov, Douwe Kiela, Kyunghyun Cho

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* Published as a conference paper at ICLR 2018. 12 pages 

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Do latent tree learning models identify meaningful structure in sentences?


Feb 26, 2018
Adina Williams, Andrew Drozdov, Samuel R. Bowman

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* 15 pages, 6 figures, 4 tables. v1. was submitted to TACL, v2. was accepted to TACL, name change, additional baselines (R/L branching) 

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