Wenpeng Yin

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 84

Top Venues

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
Contrastive Instruction Tuning. CoRR (2024)
Zihao Lin, Mohammad Beigi, Hongxuan Li, Yufan Zhou, Yuxiang Zhang, Qifan Wang, Wenpeng Yin, Lifu Huang
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models. CoRR (2024)
Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin
Large Language Models for Mathematical Reasoning: Progresses and Challenges. CoRR (2024)
Sarkar Snigdha Sarathi Das, Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning. EMNLP (2023)
Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth
Event Linking: Grounding Event Mentions to Wikipedia. EACL (2023)
Jiasheng Gu, Hongyu Zhao, Hanzi Xu, Liangyu Nie, Hongyuan Mei, Wenpeng Yin
Robustness of Learning from Task Instructions. ACL (Findings) (2023)
Jiaxu Zhao, Meng Fang, Shirui Pan, Wenpeng Yin, Mykola Pechenizkiy
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models. CoRR (2023)
Jiangshu Du, Wenpeng Yin, Congying Xia, Philip S. Yu
Learning to Select from Multiple Options. AAAI (2023)
Jiangshu Du, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm. CoRR (2023)
Renze Lou, Wenpeng Yin
Forget Demonstrations, Focus on Learning from Textual Instructions. CoRR (2023)
Renze Lou, Kai Zhang, Wenpeng Yin
Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning. CoRR (2023)
Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang, Dan Roth
Indirectly Supervised Natural Language Processing. ACL (tutorial) (2023)
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following. CoRR (2023)
Hanzi Xu, Slobodan Vucetic, Wenpeng Yin
OpenStance: Real-world Zero-shot Stance Detection. CoRR (2022)
Jiasheng Gu, Hanzi Xu, Liangyu Nie, Wenpeng Yin
Robustness of Learning from Task Instructions. CoRR (2022)
Wenpeng Yin, Jia Li, Caiming Xiong
ConTinTin: Continual Learning from Task Instructions. CoRR (2022)
Chang Tian, Wenpeng Yin, Marie-Francine Moens
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. CoRR (2022)
Bangzheng Li, Wenpeng Yin, Muhao Chen
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference. Trans. Assoc. Comput. Linguistics 10 (2022)
Wenpeng Yin, Jia Li, Caiming Xiong
ConTinTin: Continual Learning from Task Instructions. ACL (1) (2022)
Chang Tian, Wenpeng Yin, Marie-Francine Moens
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System. NAACL-HLT (Findings) (2022)
Xiaodong Yu, Wenpeng Yin, Dan Roth
Pairwise Representation Learning for Event Coreference. *SEM@NAACL-HLT (2022)
Jiangshu Du, Wenpeng Yin, Congying Xia, Philip S. Yu
Learning to Select from Multiple Options. CoRR (2022)
Hanzi Xu, Slobodan Vucetic, Wenpeng Yin
OpenStance: Real-world Zero-shot Stance Detection. CoNLL (2022)
Tian Xie, Xinyi Yang, Angela S. Lin, Feihong Wu, Kazuma Hashimoto, Jin Qu, Young Mo Kang, Wenpeng Yin, Huan Wang, Semih Yavuz, Gang Wu, Michael Jones, Richard Socher, Yingbo Zhou, Wenhao Liu, Caiming Xiong
Converse: A Tree-Based Modular Task-Oriented Dialogue System. CoRR (2022)
Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth
Event Linking: Grounding Event Mentions to Wikipedia. CoRR (2021)
Wenpeng Yin, Huan Wang, Jin Qu, Caiming Xiong
BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch. ACL/IJCNLP (Findings) (2021)
Min Yang, Wenpeng Yin, Qiang Qu, Wenting Tu, Ying Shen, Xiaojun Chen
Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification. IEEE Trans. Affect. Comput. 12 (3) (2021)
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma, Yaohong Jin
Empirical evaluation of multi-task learning in deep neural networks for natural language processing. Neural Comput. Appl. 33 (9) (2021)
Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong
Learning to Synthesize Data for Semantic Parsing. NAACL-HLT (2021)
Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL-HLT (2021)
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher
COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization. npj Digit. Medicine 4 (2021)
Wenpeng Yin, Shelby Heinecke, Jia Li, Nitish Shirish Keskar, Michael Jones, Shouzhong Shi, Stanislav Georgiev, Kurt Milich, Joseph Esposito, Caiming Xiong
Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution. CoRR (2021)
Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. CoRR (2021)
Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong
Learning to Synthesize Data for Semantic Parsing. CoRR (2021)
Wenpeng Yin, Dragomir R. Radev, Caiming Xiong
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference. ACL/IJCNLP (Findings) (2021)
Wenpeng Yin, Dragomir R. Radev, Caiming Xiong
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference. CoRR (2021)
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir R. Radev, Richard Socher
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization. CoRR (2020)
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He
Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks. CoRR (2020)
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. CoRR (2020)
Xiaodong Yu, Wenpeng Yin, Dan Roth
Paired Representation Learning for Event and Entity Coreference. CoRR (2020)
Wenpeng Yin
Meta-learning for Few-shot Natural Language Processing: A Survey. CoRR (2020)
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. EMNLP (1) (2020)
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip S. Yu, Caiming Xiong
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT. CoRR (2020)
Yibo Sun, Duyu Tang, Nan Duan, Tao Qin, Shujie Liu, Zhao Yan, Ming Zhou, Yuanhua Lv, Wenpeng Yin, Xiaocheng Feng, Bing Qin, Ting Liu
Joint Learning of Question Answering and Question Generation. IEEE Trans. Knowl. Data Eng. 32 (5) (2020)
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks. COLING (2020)
Wenpeng Yin, Jamaal Hay, Dan Roth
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach. EMNLP/IJCNLP (1) (2019)
Wenpeng Yin, Jamaal Hay, Dan Roth
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach. CoRR (2019)
Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims. CoRR (2019)
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma
An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing. CoRR (2019)
Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims. NAACL-HLT (1) (2019)
Wenpeng Yin, Dan Roth
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification. CoRR (2018)
Wenpeng Yin, Dan Roth, Hinrich Schütze
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions. ACL (2) (2018)
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. COLING (2018)
Wenpeng Yin, Dan Roth, Hinrich Schütze
End-Task Oriented Textual Entailment via Deep Exploring Inter-Sentence Interactions. CoRR (2018)
Wenpeng Yin, Dan Roth
Term Definitions Help Hypernymy Detection. *SEM@NAACL-HLT (2018)
Wenpeng Yin, Hinrich Schütze
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms. Trans. Assoc. Comput. Linguistics 6 (2018)
Wenpeng Yin, Dan Roth
Term Definitions Help Hypernymy Detection. CoRR (2018)
Wenpeng Yin, Dan Roth
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification. EMNLP (2018)
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs. CoRR (2018)
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
Improved Neural Relation Detection for Knowledge Base Question Answering. ACL (1) (2017)
Wenpeng Yin, Katharina Kann, Mo Yu, Hinrich Schütze
Comparative Study of CNN and RNN for Natural Language Processing. CoRR (2017)
Wenpeng Yin, Hinrich Schütze
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. EACL (1) (2017)
Wenpeng Yin, Hinrich Schütze
Attentive Convolution. CoRR (2017)
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
Improved Neural Relation Detection for Knowledge Base Question Answering. CoRR (2017)
Wenpeng Yin, Hinrich Schütze
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching. CoRR (2017)
Wenpeng Yin, Hinrich Schütze
Learning Word Meta-Embeddings. ACL (1) (2016)
Wenpeng Yin, Hinrich Schütze
Multichannel Variable-Size Convolution for Sentence Classification. CoRR (2016)
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze
Simple Question Answering by Attentive Convolutional Neural Network. COLING (2016)
Wenpeng Yin, Hinrich Schütze
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities. CoRR (2016)
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs. Trans. Assoc. Comput. Linguistics 4 (2016)
Wenpeng Yin, Sebastian Ebert, Hinrich Schütze
Attention-Based Convolutional Neural Network for Machine Comprehension. CoRR (2016)
Wenpeng Yin, Hinrich Schütze
Discriminative Phrase Embedding for Paraphrase Identification. CoRR (2016)
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze
Simple Question Answering by Attentive Convolutional Neural Network. CoRR (2016)
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
Online Updating of Word Representations for Part-of-Speech Tagging. CoRR (2016)
Zhiang Wu, Jie Cao, Guixiang Zhu, Wenpeng Yin, Alfredo Cuzzocrea, Jin Shi
Detecting overlapping communities in poly-relational networks. World Wide Web 18 (5) (2015)
Wenpeng Yin, Hinrich Schütze
Discriminative Phrase Embedding for Paraphrase Identification. HLT-NAACL (2015)
Wenpeng Yin, Yulong Pei
Optimizing Sentence Modeling and Selection for Document Summarization. IJCAI (2015)
Wenpeng Yin, Hinrich Schütze
Learning Word Meta-Embeddings by Using Ensembles of Embedding Sets. CoRR (2015)
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs. CoRR (2015)
Min Yang, Wenting Tu, Ziyu Lu, Wenpeng Yin, Kam-Pui Chow
LCCT: A Semi-supervised Model for Sentiment Classification. HLT-NAACL (2015)
Wenpeng Yin, Hinrich Schütze
MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity. ACL (1) (2015)
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
Online Updating of Word Representations for Part-of-Speech Tagging. EMNLP (2015)
Wenpeng Yin, Hinrich Schütze
Multichannel Variable-Size Convolution for Sentence Classification. CoNLL (2015)
Wenpeng Yin, Hinrich Schütze
Convolutional Neural Network for Paraphrase Identification. HLT-NAACL (2015)
Wenpeng Yin, Hinrich Schütze
An Exploration of Embeddings for Generalized Phrases. ACL (Student Research Workshop) (2014)
Wenpeng Yin, Hinrich Schütze
Deep Learning Embeddings for Discontinuous Linguistic Units. ICLR (Workshop Poster) (2014)
Zhiang Wu, Wenpeng Yin, Jie Cao, Guandong Xu, Alfredo Cuzzocrea
Community Detection in Multi-relational Social Networks. WISE (2) (2013)
Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang
SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization. COLING (2012)
Yulong Pei, Wenpeng Yin, Lian'en Huang
Generic Multi-Document Summarization Using Topic-Oriented Information. PRICAI (2012)
Yulong Pei, Wenpeng Yin, Qifeng Fan, Lian'en Huang
A Supervised Aggregation Framework for Multi-Document Summarization. COLING (2012)
Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang
Query-focused multi-document summarization based on query-sensitive feature space. CIKM (2012)
Wenpeng Yin, Yulong Pei, Lian'en Huang
Automatic Multi-document Summarization Based on New Sentence Similarity Measures. PRICAI (2012)
Wenpeng Yin, Lifu Huang, Yulong Pei, Lian'en Huang
RelationListwise for Query-Focused Multi-Document Summarization. COLING (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wenpeng Yin