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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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On Learning Text Style Transfer with Direct Rewards


Oct 24, 2020
Yixin Liu, Graham Neubig, John Wieting


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Reformulating Unsupervised Style Transfer as Paraphrase Generation


Oct 12, 2020
Kalpesh Krishna, John Wieting, Mohit Iyyer

* EMNLP 2020 camera-ready (26 pages) 

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Improving Candidate Generation for Low-resource Cross-lingual Entity Linking


Mar 03, 2020
Shuyan Zhou, Shruti Rijhawani, John Wieting, Jaime Carbonell, Graham Neubig

* Accepted to TACL 2020 

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A Bilingual Generative Transformer for Semantic Sentence Embedding


Nov 10, 2019
John Wieting, Graham Neubig, Taylor Berg-Kirkpatrick


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Simple and Effective Paraphrastic Similarity from Parallel Translations


Sep 30, 2019
John Wieting, Kevin Gimpel, Graham Neubig, Taylor Berg-Kirkpatrick

* Published as a short paper at ACL 2019 

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Beyond BLEU: Training Neural Machine Translation with Semantic Similarity


Sep 14, 2019
John Wieting, Taylor Berg-Kirkpatrick, Kevin Gimpel, Graham Neubig

* Published as a long paper at ACL 2019 

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No Training Required: Exploring Random Encoders for Sentence Classification


Jan 29, 2019
John Wieting, Douwe Kiela

* Published as a conference paper at ICLR 2019 

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ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations


Apr 20, 2018
John Wieting, Kevin Gimpel


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Adversarial Example Generation with Syntactically Controlled Paraphrase Networks


Apr 17, 2018
Mohit Iyyer, John Wieting, Kevin Gimpel, Luke Zettlemoyer

* NAACL 2018 

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Learning Paraphrastic Sentence Embeddings from Back-Translated Bitext


Jun 06, 2017
John Wieting, Jonathan Mallinson, Kevin Gimpel


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Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings


Apr 30, 2017
John Wieting, Kevin Gimpel

* Published as a long paper at ACL 2017 

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Charagram: Embedding Words and Sentences via Character n-grams


Jul 10, 2016
John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu


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Towards Universal Paraphrastic Sentence Embeddings


Mar 04, 2016
John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu

* Published as a conference paper at ICLR 2016 

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Clustering With Side Information: From a Probabilistic Model to a Deterministic Algorithm


Oct 31, 2015
Daniel Khashabi, John Wieting, Jeffrey Yufei Liu, Feng Liang


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From Paraphrase Database to Compositional Paraphrase Model and Back


Aug 26, 2015
John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu, Dan Roth

* TACL Vol 3 (2015) pg 345-358 
* 2015 TACL paper updated with an appendix describing new 300 dimensional embeddings. Submitted 1/2015. Accepted 2/2015. Published 6/2015 

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Tiered Clustering to Improve Lexical Entailment


Dec 02, 2014
John Wieting

* Paper for course project for Advanced NLP Spring 2013. 8 pages 

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