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Why do Nearest Neighbor Language Models Work?


Jan 17, 2023
Frank F. Xu, Uri Alon, Graham Neubig

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* Preprint, 21 pages 

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PAL: Program-aided Language Models


Nov 18, 2022
Luyu Gao, Aman Madaan, Shuyan Zhou, Uri Alon, Pengfei Liu, Yiming Yang, Jamie Callan, Graham Neubig

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* The first three authors contributed equally. Our code and data are publicly available at http://reasonwithpal.com/ 

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Language Models of Code are Few-Shot Commonsense Learners


Oct 13, 2022
Aman Madaan, Shuyan Zhou, Uri Alon, Yiming Yang, Graham Neubig

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* EMNLP 2022 

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Oversquashing in GNNs through the lens of information contraction and graph expansion


Aug 06, 2022
Pradeep Kr. Banerjee, Kedar Karhadkar, Yu Guang Wang, Uri Alon, Guido Montúfar

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* 8 pages, 5 figures; Accepted at the 58th Annual Allerton Conference on Communication, Control, and Computing 

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DocCoder: Generating Code by Retrieving and Reading Docs


Jul 13, 2022
Shuyan Zhou, Uri Alon, Frank F. Xu, Zhengbao JIang, Graham Neubig

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A Systematic Evaluation of Large Language Models of Code


Mar 01, 2022
Frank F. Xu, Uri Alon, Graham Neubig, Vincent J. Hellendoorn

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Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval


Jan 28, 2022
Uri Alon, Frank F. Xu, Junxian He, Sudipta Sengupta, Dan Roth, Graham Neubig

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How Attentive are Graph Attention Networks?


May 30, 2021
Shaked Brody, Uri Alon, Eran Yahav

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Single-Node Attack for Fooling Graph Neural Networks


Nov 06, 2020
Ben Finkelshtein, Chaim Baskin, Evgenii Zheltonozhskii, Uri Alon

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