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Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling


May 17, 2023
Weijia Xu, Andrzej Banburski-Fahey, Nebojsa Jojic

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Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection


Jan 18, 2023
Weijia Xu, Sweta Agrawal, Eleftheria Briakou, Marianna J. Martindale, Marine Carpuat

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* Accepted at TACL 

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Recognition and Co-Analysis of Pedestrian Activities in Different Parts of Road using Traffic Camera Video


Nov 27, 2021
Weijia Xu, Heidi Ross, Joel Meyer, Kelly Pierce, Natalia Ruiz Juri, Jennifer Duthie

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Rule-based Morphological Inflection Improves Neural Terminology Translation


Sep 10, 2021
Weijia Xu, Marine Carpuat

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* EMNLP 2021 

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Soft Layer Selection with Meta-Learning for Zero-Shot Cross-Lingual Transfer


Jul 21, 2021
Weijia Xu, Batool Haider, Jason Krone, Saab Mansour

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* MetaNLP at ACL 2021 

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How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?


May 27, 2021
Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat

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* Findings of ACL 2021 

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EDITOR: an Edit-Based Transformer with Repositioning for Neural Machine Translation with Soft Lexical Constraints


Nov 13, 2020
Weijia Xu, Marine Carpuat

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* Accepted at TACL (pre-MIT Press publication version) 

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Dual Reconstruction: a Unifying Objective for Semi-Supervised Neural Machine Translation


Oct 07, 2020
Weijia Xu, Xing Niu, Marine Carpuat

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* Accepted at Findings of EMNLP 2020 

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Convolutional Neural Network Training with Distributed K-FAC


Jul 01, 2020
J. Gregory Pauloski, Zhao Zhang, Lei Huang, Weijia Xu, Ian T. Foster

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* To be published in the proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC20) 

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End-to-End Slot Alignment and Recognition for Cross-Lingual NLU


Apr 29, 2020
Weijia Xu, Batool Haider, Saab Mansour

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