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Learning to Synthesize Data for Semantic Parsing


Apr 27, 2021
Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong

* NAACL 2021 short paper, fixed citation issue 

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Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System


Apr 24, 2021
Congying Xia, Wenpeng Yin, Yihao Feng, Philip Yu

* 10 pages, accepted to NAACL 2021 

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Paired Representation Learning for Event and Entity Coreference


Oct 24, 2020
Xiaodong Yu, Wenpeng Yin, Dan Roth

* 9 pages, 2 figures 

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Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start


Oct 06, 2020
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir Radev, Richard Socher, Caiming Xiong

* EMNLP2020 Long, camera-ready 

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Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks


Oct 05, 2020
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He

* Accepted by COLING 2020 

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Meta-learning for Few-shot Natural Language Processing: A Survey


Jul 19, 2020
Wenpeng Yin

* no submission intent 

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CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization


Jun 17, 2020
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher


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Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT


Feb 27, 2020
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip Yu, Caiming Xiong


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Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach


Aug 31, 2019
Wenpeng Yin, Jamaal Hay, Dan Roth

* EMNLP2019 camera-ready, 10 pages 

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An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing


Aug 16, 2019
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma


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Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims


Jun 08, 2019
Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth

* In Proceedings of the 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2019) 

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TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification


Aug 28, 2018
Wenpeng Yin, Dan Roth

* EMNLP 2018 camera-ready 

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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs


Jun 25, 2018
Wenpeng Yin, Hinrich Sch├╝tze, Bing Xiang, Bowen Zhou

* TACL Camera-ready 

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Term Definitions Help Hypernymy Detection


Jun 12, 2018
Wenpeng Yin, Dan Roth

* *SEM'2018 camera-ready 

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Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs


Jun 12, 2018
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Sch├╝tze

* COLING'2018 camera-ready 

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End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions


May 15, 2018
Wenpeng Yin, Hinrich Sch├╝tze, Dan Roth

* ACL'2018 camera-ready; 6 pages, 3 figures 

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Attentive Convolution


Oct 02, 2017
Wenpeng Yin, Hinrich Sch├╝tze

* 12 pages, 2 figures 

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Improved Neural Relation Detection for Knowledge Base Question Answering


May 27, 2017
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cicero dos Santos, Bing Xiang, Bowen Zhou

* Accepted by ACL 2017 (updated for camera-ready) 

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Comparative Study of CNN and RNN for Natural Language Processing


Feb 07, 2017
Wenpeng Yin, Katharina Kann, Mo Yu, Hinrich Sch├╝tze

* 7 pages, 11 figures 

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Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching


Jan 09, 2017
Wenpeng Yin, Hinrich Sch├╝tze

* EACL'2017 long paper. arXiv admin note: substantial text overlap with arXiv:1604.06896 

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Simple Question Answering by Attentive Convolutional Neural Network


Oct 11, 2016
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Sch├╝tze

* Accepted as an oral long paper by COLING'2016 

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Why and How to Pay Different Attention to Phrase Alignments of Different Intensities


Jun 13, 2016
Wenpeng Yin, Hinrich Sch├╝tze

* 10 pages, 5 figures 

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Discriminative Phrase Embedding for Paraphrase Identification


Apr 02, 2016
Wenpeng Yin, Hinrich Sch├╝tze

* NAACL'2015 

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Online Updating of Word Representations for Part-of-Speech Tagging


Apr 02, 2016
Wenpeng Yin, Tobias Schnabel, Hinrich Sch├╝tze

* EMNLP'2015. Released POS tagger "FLORS" for online domain adaptation 

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Multichannel Variable-Size Convolution for Sentence Classification


Mar 15, 2016
Wenpeng Yin, Hinrich Sch├╝tze

* in Proceeding of CoNLL2015 

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Attention-Based Convolutional Neural Network for Machine Comprehension


Feb 13, 2016
Wenpeng Yin, Sebastian Ebert, Hinrich Sch├╝tze

* 7 pages, 4 figures 

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Learning Meta-Embeddings by Using Ensembles of Embedding Sets


Dec 30, 2015
Wenpeng Yin, Hinrich Sch├╝tze

* 10 pages, 6 figures 

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Deep Learning Embeddings for Discontinuous Linguistic Units


Dec 19, 2013
Wenpeng Yin, Hinrich Sch├╝tze


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