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QA Is the New KR: Question-Answer Pairs as Knowledge Bases


Jul 01, 2022
Wenhu Chen, William W. Cohen, Michiel De Jong, Nitish Gupta, Alessandro Presta, Pat Verga, John Wieting


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RankGen: Improving Text Generation with Large Ranking Models


May 19, 2022
Kalpesh Krishna, Yapei Chang, John Wieting, Mohit Iyyer

* Preprint (34 pages), code and pretrained model checkpoints will be provided at https://github.com/martiansideofthemoon/rankgen 

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Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization


Apr 28, 2022
Yue Dong, John Wieting, Pat Verga

* 12 pages, 5 figures 

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Augmenting Pre-trained Language Models with QA-Memory for Open-Domain Question Answering


Apr 10, 2022
Wenhu Chen, Pat Verga, Michiel de Jong, John Wieting, William Cohen


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Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs


Oct 25, 2021
Monisha Jegadeesan, Sachin Kumar, John Wieting, Yulia Tsvetkov


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On The Ingredients of an Effective Zero-shot Semantic Parser


Oct 15, 2021
Pengcheng Yin, John Wieting, Avirup Sil, Graham Neubig


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Paraphrastic Representations at Scale


Apr 30, 2021
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick


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CANINE: Pre-training an Efficient Tokenization-Free Encoder for Language Representation


Mar 31, 2021
Jonathan H. Clark, Dan Garrette, Iulia Turc, John Wieting


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