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

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* 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

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* Accepted by COLING 2020 

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

Jul 19, 2020
Wenpeng Yin

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* 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

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* 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

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* 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

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* EMNLP 2018 camera-ready 

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

Jun 25, 2018
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou

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* TACL Camera-ready 

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Term Definitions Help Hypernymy Detection

Jun 12, 2018
Wenpeng Yin, Dan Roth

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* *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 Schütze

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* 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 Schütze, Dan Roth

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

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Attentive Convolution

Oct 02, 2017
Wenpeng Yin, Hinrich Schütze

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* 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

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* 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 Schütze

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* 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 Schütze

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* 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 Schütze

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* 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 Schütze

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* 10 pages, 5 figures 

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Discriminative Phrase Embedding for Paraphrase Identification

Apr 02, 2016
Wenpeng Yin, Hinrich Schütze

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* NAACL'2015 

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

Apr 02, 2016
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze

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* 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 Schütze

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* in Proceeding of CoNLL2015 

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Attention-Based Convolutional Neural Network for Machine Comprehension

Feb 13, 2016
Wenpeng Yin, Sebastian Ebert, Hinrich Schütze

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* 7 pages, 4 figures 

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Learning Meta-Embeddings by Using Ensembles of Embedding Sets

Dec 30, 2015
Wenpeng Yin, Hinrich Schütze

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* 10 pages, 6 figures 

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Deep Learning Embeddings for Discontinuous Linguistic Units

Dec 19, 2013
Wenpeng Yin, Hinrich Schütze

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