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Multi-lingual Evaluation of Code Generation Models


Oct 26, 2022
Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang

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* Code and data release: https://github.com/amazon-research/mbxp-exec-eval 

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Joint Text and Label Generation for Spoken Language Understanding


May 11, 2021
Yang Li, Ben Athiwaratkun, Cicero Nogueira dos Santos, Bing Xiang

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Generative Context Pair Selection for Multi-hop Question Answering


Apr 18, 2021
Dheeru Dua, Cicero Nogueira dos Santos, Patrick Ng, Ben Athiwaratkun, Bing Xiang, Matt Gardner, Sameer Singh

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Structured Prediction as Translation between Augmented Natural Languages


Jan 28, 2021
Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto

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Augmented Natural Language for Generative Sequence Labeling


Sep 15, 2020
Ben Athiwaratkun, Cicero Nogueira dos Santos, Jason Krone, Bing Xiang

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* To appear at EMNLP 2020 

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Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification


Aug 18, 2018
Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger

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* TACL journal version 

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Improving Consistency-Based Semi-Supervised Learning with Weight Averaging


Jun 19, 2018
Ben Athiwaratkun, Marc Finzi, Pavel Izmailov, Andrew Gordon Wilson

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* Fixed a typo for the direction of inequality for $C(\alpha)$ in 3.2 

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Probabilistic FastText for Multi-Sense Word Embeddings


Jun 07, 2018
Ben Athiwaratkun, Andrew Gordon Wilson, Anima Anandkumar

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* Published at ACL 2018 

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Hierarchical Density Order Embeddings


Apr 26, 2018
Ben Athiwaratkun, Andrew Gordon Wilson

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* Published at ICLR 2018 

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