Wenpeng Yin

156 papers A* 12A 2B 13Journal 87Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bridging the Know-Act Gap via Task-Level Autoregressive Reasoning.
CoRR
Jihyun Janice Ahn, Ryo Kamoi, Berk Atil, Renze Lou, Wonwoo Kang, Heehyun Park, Sarkar Snigdha Sarathi Das, Zhuoyang Zou, Xiaoxin Lu, Yusen Zhang, Asfahan Shah, Ridwanul Hasan Tanvir, Lingxiao Zhao, Hongxi Huang, Vignesh Venkatesh, Dianjun Lin, Hamid Shah, Wentao Wang, Zhanpeng Song, Joshua Reed Bassin, Dax Patel, Ishan Appareddy Agrahar, Sahil Pardasani, Xin Dong, Fatemeh Rahbari, Benjamin David Rishel, Soochan Andrew Lee, Yuv Boghani, Ali B. AlNaseeb, Pranav Suby, Seokhyeon Bae, Shreya Buddharaju, Damien Kula, Soumyadeep Das, Hanyang Frank Liu, Faye Mo, Wenpeng Yin
2026 J jnl
DIAGPaper: Diagnosing Valid and Specific Weaknesses in Scientific Papers via Multi-Agent Reasoning.
CoRR
Zhuoyang Zou, Abolfazl Ansari, Delvin Ce Zhang, Dongwon Lee, Wenpeng Yin
2026 J jnl
Functionality-Oriented LLM Merging on the Fisher-Rao Manifold.
CoRR
Jiayu Wang, Zuojun Ye, Wenpeng Yin
2026 J jnl
Understanding Dynamic Compute Allocation in Recurrent Transformers.
CoRR
Ibraheem Muhammad Moosa, Suhas Lohit, Ye Wang, Moitreya Chatterjee, Wenpeng Yin
2025 A* conf
AAAR-1.0: Assessing AI's Potential to Assist Research.
ICML
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
2025 J jnl
Accelerating Causal Network Discovery of Alzheimer Disease Biomarkers via Scientific Literature-based Retrieval Augmented Generation.
CoRR
Xiaofan Zhou, Liangjie Huang, Pinyang Cheng, Wenpeng Yin, Rui Zhang, Wenrui Hao, Lu Cheng
2025 B conf
Accelerating Causal Network Discovery of Alzheimer's Disease Biomarkers via Scientific Literature-Based Retrieval Augmented Generation.
IEEE Big Data
Xiaofan Zhou, Liangjie Huang, Pinyang Chen, Wenpeng Yin, Rui Zhang, Wenrui Hao, Lu Cheng
2025 — conf
Advancing Language Models through Instruction Tuning: Recent Progress and Challenges.
EMNLP (Tutorial Abstracts)
Zhihan Zhang, Renze Lou, Fangkai Jiao, Wenpeng Yin, Meng Jiang
2025 — ed.
Artificial Intelligence for Research and Democracy - First International Workshop, AI4Research 2024, and 4th International Workshop, DemocrAI 2024, Held in Conjunction with IJCAI 2024, Jeju, South Korea, August 5, 2024, Proceedings
AI4Research/DemocrAI@IJCAI
Wenpeng Yin, Jihyun Janice Ahn, Rui Zhang, Lifu Huang, Rafik Hadfi, Takayuki Ito, Susumu Ohnuma, Shun Shiramatsu
2025 A* conf
Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems.
AAAI
Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Grace Guiling Wang
2025 — conf
Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding.
NAACL (Long Papers)
Junyi Ye, Ankan Dash, Wenpeng Yin, Guiling Wang
2025 J jnl
COMPACT: Common-token Optimized Model Pruning Across Channels and Tokens.
CoRR
Eugene Kwek, Wenpeng Yin
2025 J jnl
Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
CoRR
Zewen Liu, Juntong Ni, Xianfeng Tang, Max S. Y. Lau, Wenpeng Yin, Wei Jin
2025 A* conf
Catastrophic Failure of LLM Unlearning via Quantization.
ICLR
Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang
2025 J jnl
Could AI Trace and Explain the Origins of AI-Generated Images and Text?
CoRR
Hongchao Fang, Yixin Liu, Jiangshu Du, Can Qin, Ran Xu, Feng Liu, Lichao Sun, Dongwon Lee, Lifu Huang, Wenpeng Yin
2025 B conf
Exploring Language Model Generalization in Low-Resource Extractive QA.
COLING
Saptarshi Sengupta, Wenpeng Yin, Preslav Nakov, Shreya Ghosh, Suhang Wang
2025 J jnl
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding?
CoRR
Yusen Zhang, Wenliang Zheng, Aashrith Madasu, Peng Shi, Ryo Kamoi, Hao Zhou, Zhuoyang Zou, Shu Zhao, Sarkar Snigdha Sarathi Das, Vipul Gupta, Xiaoxin Lu, Nan Zhang, Ranran Haoran Zhang, Avitej Iyer, Renze Lou, Wenpeng Yin, Rui Zhang
2025 J jnl
Prompt-Reverse Inconsistency: LLM Self-Inconsistency Beyond Generative Randomness and Prompt Paraphrasing.
CoRR
Jihyun Janice Ahn, Wenpeng Yin
2025 J jnl
SIM: A mapping framework for built environment auditing based on street view imagery.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Wenpeng Yin
2025 — conf
ScaleFormer: Span Representation Cumulation for Long-Context Transformer.
SIGIR-AP
Jiangshu Du, Wenpeng Yin, Philip S. Yu
2025 J jnl
ScaleFormer: Span Representation Cumulation for Long-Context Transformer.
CoRR
Jiangshu Du, Wenpeng Yin, Philip S. Yu
2025 — conf
SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances.
KDD (2)
Wei Jin, Lu Cheng, Wenpeng Yin, Xianfeng Tang, Qingsong Wen, Danai Koutra, B. Aditya Prakash, Yan Liu
2025 B conf
TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering.
COLING
Saptarshi Sengupta, Connor T. Heaton, Shreya Ghosh, Wenpeng Yin, Preslav Nakov, Suhang Wang
2024 A* conf
A Generic Method for Fine-grained Category Discovery in Natural Language Texts.
EMNLP
Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens
2024 J jnl
A Generic Method for Fine-grained Category Discovery in Natural Language Texts.
CoRR
Chang Tian, Matthew B. Blaschko, Wenpeng Yin, Mingzhe Xing, Yinliang Yue, Marie-Francine Moens
2024 J jnl
AAAR-1.0: Assessing AI's Potential to Assist Research.
CoRR
Renze Lou, Hanzi Xu, Sijia Wang, Jiangshu Du, Ryo Kamoi, Xiaoxin Lu, Jian Xie, Yuxuan Sun, Yusen Zhang, Jihyun Janice Ahn, Hongchao Fang, Zhuoyang Zou, Wenchao Ma, Xi Li, Kai Zhang, Congying Xia, Lifu Huang, Wenpeng Yin
2024 — conf
Adaptive and Explainable Margin Trading via Large Language Models on Portfolio Management.
ICAIF
Jingyi Gu, Junyi Ye, Guiling Wang, Wenpeng Yin
2024 J jnl
Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems.
CoRR
Junyi Ye, Jingyi Gu, Xinyun Zhao, Wenpeng Yin, Guiling Wang
2024 J jnl
Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding.
CoRR
Junyi Ye, Ankan Dash, Wenpeng Yin, Grace Guiling Wang
2024 J jnl
Can Prompt Modifiers Control Bias? A Comparative Analysis of Text-to-Image Generative Models.
CoRR
Philip Wootaek Shin, Jihyun Janice Ahn, Wenpeng Yin, Jack Sampson, Vijaykrishnan Narayanan
2024 — conf
Contrastive Instruction Tuning.
ACL (Findings)
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
2024 J jnl
Contrastive Instruction Tuning.
CoRR
Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen
2024 J jnl
Direct-Inverse Prompting: Analyzing LLMs' Discriminative Capacity in Self-Improving Generation.
CoRR
Jihyun Janice Ahn, Ryo Kamoi, Lu Cheng, Rui Zhang, Wenpeng Yin
2024 J jnl
Does your LLM truly unlearn? An embarrassingly simple approach to recover unlearned knowledge.
CoRR
Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang
2024 — conf
Enhancing LLM Capabilities Beyond Scaling Up.
EMNLP (Tutorial Abstracts)
Wenpeng Yin, Muhao Chen, Rui Zhang, Ben Zhou, Fei Wang, Dan Roth
2024 J jnl
Evaluating LLMs at Detecting Errors in LLM Responses.
CoRR
Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, Xiaoxin Lu, Nan Zhang, Yusen Zhang, Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin, Arman Cohan, Wenpeng Yin, Rui Zhang
2024 J jnl
Exploring Language Model Generalization in Low-Resource Extractive QA.
CoRR
Saptarshi Sengupta, Wenpeng Yin, Preslav Nakov, Shreya Ghosh, Suhang Wang
2024 — conf
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability.
ACL (1)
Congying Xia, Chen Xing, Jiangshu Du, Xinyi Yang, Yihao Feng, Ran Xu, Wenpeng Yin, Caiming Xiong
2024 J jnl
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability.
CoRR
Congying Xia, Chen Xing, Jiangshu Du, Xinyi Yang, Yihao Feng, Ran Xu, Wenpeng Yin, Caiming Xiong
2024 J jnl
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-Shot Named Entity Recognition.
IEEE Access
Chang Tian, Wenpeng Yin, Dan Li, Marie-Francine Moens
2024 J jnl
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition.
CoRR
Chang Tian, Wenpeng Yin, Dan Li, Marie-Francine Moens
2024 J jnl
From Blind Solvers to Logical Thinkers: Benchmarking LLMs' Logical Integrity on Faulty Mathematical Problems.
CoRR
A M. Muntasir Rahman, Junyi Ye, Wei Yao, Wenpeng Yin, Grace Guiling Wang
2024 A* conf
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.
EMNLP
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Cheng Jiayang, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024 J jnl
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing.
CoRR
Jiangshu Du, Yibo Wang, Wenting Zhao, Zhongfen Deng, Shuaiqi Liu, Renze Lou, Henry Peng Zou, Pranav Narayanan Venkit, Nan Zhang, Mukund Srinath, Ranran Haoran Zhang, Vipul Gupta, Yinghui Li, Tao Li, Fei Wang, Qin Liu, Tianlin Liu, Pengzhi Gao, Congying Xia, Chen Xing, Jiayang Cheng, Zhaowei Wang, Ying Su, Raj Sanjay Shah, Ruohao Guo, Jing Gu, Haoran Li, Kangda Wei, Zihao Wang, Lu Cheng, Surangika Ranathunga, Meng Fang, Jie Fu, Fei Liu, Ruihong Huang, Eduardo Blanco, Yixin Cao, Rui Zhang, Philip S. Yu, Wenpeng Yin
2024 J jnl
LLMs' Classification Performance is Overclaimed.
CoRR
Hanzi Xu, Renze Lou, Jiangshu Du, Vahid Mahzoon, Elmira Talebianaraki, Zhuoan Zhou, Elizabeth Garrison, Slobodan Vucetic, Wenpeng Yin
2024 J jnl
Large Language Model Instruction Following: A Survey of Progresses and Challenges.
Comput. Linguistics
Renze Lou, Kai Zhang, Wenpeng Yin
2024 — conf
Large Language Models for Mathematical Reasoning: Progresses and Challenges.
EACL (Student Research Workshop)
Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin
2024 J jnl
Large Language Models for Mathematical Reasoning: Progresses and Challenges.
CoRR
Janice Ahn, Rishu Verma, Renze Lou, Di Liu, Rui Zhang, Wenpeng Yin
2024 A* conf
MT-Ranker: Reference-free machine translation evaluation by inter-system ranking.
ICLR
Ibraheem Muhammad Moosa, Rui Zhang, Wenpeng Yin
2024 J jnl
MT-Ranker: Reference-free machine translation evaluation by inter-system ranking.
CoRR
Ibraheem Muhammad Moosa, Rui Zhang, Wenpeng Yin
2024 A* conf
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following.
ICLR
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2024 — conf
Multimodal Instruction Tuning with Conditional Mixture of LoRA.
ACL (1)
Ying Shen, Zhiyang Xu, Qifan Wang, Yu Cheng, Wenpeng Yin, Lifu Huang
2024 J jnl
Multimodal Instruction Tuning with Conditional Mixture of LoRA.
CoRR
Ying Shen, Zhiyang Xu, Qifan Wang, Yu Cheng, Wenpeng Yin, Lifu Huang
2024 — conf
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models.
ACL (1)
Zihao Lin, Mohammad Beigi, Hongxuan Li, Yufan Zhou, Yuxiang Zhang, Qifan Wang, Wenpeng Yin, Lifu Huang
2024 J jnl
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models.
CoRR
Zihao Lin, Mohammad Beigi, Hongxuan Li, Yufan Zhou, Yuxiang Zhang, Qifan Wang, Wenpeng Yin, Lifu Huang
2024 — conf
Toward Zero-Shot Instruction Following.
EACL (Student Research Workshop)
Renze Lou, Wenpeng Yin
2024 — conf
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification.
ACL (Findings)
Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
2024 J jnl
X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification.
CoRR
Hanzi Xu, Muhao Chen, Lifu Huang, Slobodan Vucetic, Wenpeng Yin
2023 — conf
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm.
IJCNLP (2)
Jiangshu Du, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu
2023 J jnl
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm.
CoRR
Jiangshu Du, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu
2023 — conf
Data Augmentation for Text Classification with EASE.
ICNLSP
A M. Muntasir Rahman, Wenpeng Yin, Guiling Wang
2023 A conf
Event Linking: Grounding Event Mentions to Wikipedia.
EACL
Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth
2023 J jnl
Forget Demonstrations, Focus on Learning from Textual Instructions.
CoRR
Renze Lou, Wenpeng Yin
2023 J jnl
GPTBIAS: A Comprehensive Framework for Evaluating Bias in Large Language Models.
CoRR
Jiaxu Zhao, Meng Fang, Shirui Pan, Wenpeng Yin, Mykola Pechenizkiy
2023 J jnl
Identifying social norm violation in movie plots: from Borat to American Pie.
Digit. Scholarsh. Humanit.
Yair Neuman, Yochai Cohen, Wenpeng Yin
2023 — conf
Indirectly Supervised Natural Language Processing.
ACL (tutorial)
Wenpeng Yin, Muhao Chen, Ben Zhou, Qiang Ning, Kai-Wei Chang, Dan Roth
2023 J jnl
Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning.
CoRR
Renze Lou, Kai Zhang, Wenpeng Yin
2023 — conf
LLM-driven Instruction Following: Progresses and Concerns.
EMNLP (Tutorial Abstracts)
Wenpeng Yin, Qinyuan Ye, Pengfei Liu, Xiang Ren, Hinrich Schütze
2023 A* conf
Learning to Select from Multiple Options.
AAAI
Jiangshu Du, Wenpeng Yin, Congying Xia, Philip S. Yu
2023 J jnl
MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction-Following.
CoRR
Renze Lou, Kai Zhang, Jian Xie, Yuxuan Sun, Janice Ahn, Hanzi Xu, Yu Su, Wenpeng Yin
2023 — conf
Robustness of Learning from Task Instructions.
ACL (Findings)
Jiasheng Gu, Hongyu Zhao, Hanzi Xu, Liangyu Nie, Hongyuan Mei, Wenpeng Yin
2023 A* conf
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning.
EMNLP
Sarkar Snigdha Sarathi Das, Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang
2023 J jnl
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning.
CoRR
Sarkar Snigdha Sarathi Das, Ranran Haoran Zhang, Peng Shi, Wenpeng Yin, Rui Zhang
2022 — conf
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System.
NAACL-HLT (Findings)
Chang Tian, Wenpeng Yin, Marie-Francine Moens
2022 J jnl
Anti-Overestimation Dialogue Policy Learning for Task-Completion Dialogue System.
CoRR
Chang Tian, Wenpeng Yin, Marie-Francine Moens
2022 — conf
ConTinTin: Continual Learning from Task Instructions.
ACL (1)
Wenpeng Yin, Jia Li, Caiming Xiong
2022 J jnl
ConTinTin: Continual Learning from Task Instructions.
CoRR
Wenpeng Yin, Jia Li, Caiming Xiong
2022 J jnl
Converse: A Tree-Based Modular Task-Oriented Dialogue System.
CoRR
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
2022 J jnl
Learning to Select from Multiple Options.
CoRR
Jiangshu Du, Wenpeng Yin, Congying Xia, Philip S. Yu
2022 B conf
OpenStance: Real-world Zero-shot Stance Detection.
CoNLL
Hanzi Xu, Slobodan Vucetic, Wenpeng Yin
2022 J jnl
OpenStance: Real-world Zero-shot Stance Detection.
CoRR
Hanzi Xu, Slobodan Vucetic, Wenpeng Yin
2022 — conf
Pairwise Representation Learning for Event Coreference.
*SEM@NAACL-HLT
Xiaodong Yu, Wenpeng Yin, Dan Roth
2022 J jnl
Robustness of Learning from Task Instructions.
CoRR
Jiasheng Gu, Hanzi Xu, Liangyu Nie, Wenpeng Yin
2022 J jnl
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference.
CoRR
Bangzheng Li, Wenpeng Yin, Muhao Chen
2022 J jnl
Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference.
Trans. Assoc. Comput. Linguistics
Bangzheng Li, Wenpeng Yin, Muhao Chen
2021 — conf
BatchMixup: Improving Training by Interpolating Hidden States of the Entire Mini-batch.
ACL/IJCNLP (Findings)
Wenpeng Yin, Huan Wang, Jin Qu, Caiming Xiong
2021 J jnl
COVID-19 information retrieval with deep-learning based semantic search, question answering, and abstractive summarization.
npj Digit. Medicine
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir Radev, Richard Socher
2021 J jnl
Combining Data-driven Supervision with Human-in-the-loop Feedback for Entity Resolution.
CoRR
Wenpeng Yin, Shelby Heinecke, Jia Li, Nitish Shirish Keskar, Michael Jones, Shouzhong Shi, Stanislav Georgiev, Kurt Milich, Joseph Esposito, Caiming Xiong
2021 — conf
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference.
ACL/IJCNLP (Findings)
Wenpeng Yin, Dragomir R. Radev, Caiming Xiong
2021 J jnl
DocNLI: A Large-scale Dataset for Document-level Natural Language Inference.
CoRR
Wenpeng Yin, Dragomir R. Radev, Caiming Xiong
2021 J jnl
Empirical evaluation of multi-task learning in deep neural networks for natural language processing.
Neural Comput. Appl.
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma, Yaohong Jin
2021 J jnl
Event Linking: Grounding Event Mentions to Wikipedia.
CoRR
Xiaodong Yu, Wenpeng Yin, Nitish Gupta, Dan Roth
2021 — conf
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System.
NAACL-HLT
Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu
2021 J jnl
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System.
CoRR
Congying Xia, Wenpeng Yin, Yihao Feng, Philip S. Yu
2021 — conf
Learning to Synthesize Data for Semantic Parsing.
NAACL-HLT
Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong
2021 J jnl
Learning to Synthesize Data for Semantic Parsing.
CoRR
Bailin Wang, Wenpeng Yin, Xi Victoria Lin, Caiming Xiong
2021 J jnl
Neural Attentive Network for Cross-Domain Aspect-Level Sentiment Classification.
IEEE Trans. Affect. Comput.
Min Yang, Wenpeng Yin, Qiang Qu, Wenting Tu, Ying Shen, Xiaojun Chen
2020 J jnl
Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT.
CoRR
Lichao Sun, Kazuma Hashimoto, Wenpeng Yin, Akari Asai, Jia Li, Philip S. Yu, Caiming Xiong
2020 J jnl
CO-Search: COVID-19 Information Retrieval with Semantic Search, Question Answering, and Abstractive Summarization.
CoRR
Andre Esteva, Anuprit Kale, Romain Paulus, Kazuma Hashimoto, Wenpeng Yin, Dragomir R. Radev, Richard Socher
2020 J jnl
Explaining and Improving Model Behavior with k Nearest Neighbor Representations.
CoRR
Nazneen Fatema Rajani, Ben Krause, Wenpeng Yin, Tong Niu, Richard Socher, Caiming Xiong
2020 J jnl
Joint Learning of Question Answering and Question Generation.
IEEE Trans. Knowl. Data Eng.
Yibo Sun, Duyu Tang, Nan Duan, Tao Qin, Shujie Liu, Zhao Yan, Ming Zhou, Yuanhua Lv, Wenpeng Yin, Xiaocheng Feng, Bing Qin, Ting Liu
2020 J jnl
Meta-learning for Few-shot Natural Language Processing: A Survey.
CoRR
Wenpeng Yin
2020 J jnl
Mixup-Transfomer: Dynamic Data Augmentation for NLP Tasks.
CoRR
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He
2020 B conf
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks.
COLING
Lichao Sun, Congying Xia, Wenpeng Yin, Tingting Liang, Philip S. Yu, Lifang He
2020 J jnl
Paired Representation Learning for Event and Entity Coreference.
CoRR
Xiaodong Yu, Wenpeng Yin, Dan Roth
2020 — conf
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start.
EMNLP (1)
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
2020 J jnl
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start.
CoRR
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
2019 J jnl
An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing.
CoRR
Jianquan Li, Xiaokang Liu, Wenpeng Yin, Min Yang, Liqun Ma
2019 — conf
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach.
EMNLP/IJCNLP (1)
Wenpeng Yin, Jamaal Hay, Dan Roth
2019 J jnl
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach.
CoRR
Wenpeng Yin, Jamaal Hay, Dan Roth
2019 — conf
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims.
NAACL-HLT (1)
Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth
2019 J jnl
Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims.
CoRR
Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth
2018 J jnl
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms.
Trans. Assoc. Comput. Linguistics
Wenpeng Yin, Hinrich Schütze
2018 — conf
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions.
ACL (2)
Wenpeng Yin, Dan Roth, Hinrich Schütze
2018 J jnl
End-Task Oriented Textual Entailment via Deep Exploring Inter-Sentence Interactions.
CoRR
Wenpeng Yin, Dan Roth, Hinrich Schütze
2018 B conf
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
COLING
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
2018 J jnl
Recurrent One-Hop Predictions for Reasoning over Knowledge Graphs.
CoRR
Wenpeng Yin, Yadollah Yaghoobzadeh, Hinrich Schütze
2018 — conf
Term Definitions Help Hypernymy Detection.
*SEM@NAACL-HLT
Wenpeng Yin, Dan Roth
2018 J jnl
Term Definitions Help Hypernymy Detection.
CoRR
Wenpeng Yin, Dan Roth
2018 A* conf
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification.
EMNLP
Wenpeng Yin, Dan Roth
2018 J jnl
TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification.
CoRR
Wenpeng Yin, Dan Roth
2017 J jnl
Attentive Convolution.
CoRR
Wenpeng Yin, Hinrich Schütze
2017 J jnl
Comparative Study of CNN and RNN for Natural Language Processing.
CoRR
Wenpeng Yin, Katharina Kann, Mo Yu, Hinrich Schütze
2017 — —
Deep neural networks for identification of sentential relations.
Wenpeng Yin
2017 — conf
Improved Neural Relation Detection for Knowledge Base Question Answering.
ACL (1)
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2017 J jnl
Improved Neural Relation Detection for Knowledge Base Question Answering.
CoRR
Mo Yu, Wenpeng Yin, Kazi Saidul Hasan, Cícero Nogueira dos Santos, Bing Xiang, Bowen Zhou
2017 — conf
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching.
EACL (1)
Wenpeng Yin, Hinrich Schütze
2017 J jnl
Task-Specific Attentive Pooling of Phrase Alignments Contributes to Sentence Matching.
CoRR
Wenpeng Yin, Hinrich Schütze
2016 J jnl
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs.
Trans. Assoc. Comput. Linguistics
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou
2016 J jnl
Attention-Based Convolutional Neural Network for Machine Comprehension.
CoRR
Wenpeng Yin, Sebastian Ebert, Hinrich Schütze
2016 J jnl
Discriminative Phrase Embedding for Paraphrase Identification.
CoRR
Wenpeng Yin, Hinrich Schütze
2016 — conf
Learning Word Meta-Embeddings.
ACL (1)
Wenpeng Yin, Hinrich Schütze
2016 J jnl
Multichannel Variable-Size Convolution for Sentence Classification.
CoRR
Wenpeng Yin, Hinrich Schütze
2016 J jnl
Online Updating of Word Representations for Part-of-Speech Tagging.
CoRR
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
2016 B conf
Simple Question Answering by Attentive Convolutional Neural Network.
COLING
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze
2016 J jnl
Simple Question Answering by Attentive Convolutional Neural Network.
CoRR
Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze
2016 J jnl
Why and How to Pay Different Attention to Phrase Alignments of Different Intensities.
CoRR
Wenpeng Yin, Hinrich Schütze
2015 J jnl
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs.
CoRR
Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou
2015 — conf
Convolutional Neural Network for Paraphrase Identification.
HLT-NAACL
Wenpeng Yin, Hinrich Schütze
2015 J jnl
Detecting overlapping communities in poly-relational networks.
World Wide Web
Zhiang Wu, Jie Cao, Guixiang Zhu, Wenpeng Yin, Alfredo Cuzzocrea, Jin Shi
2015 — conf
Discriminative Phrase Embedding for Paraphrase Identification.
HLT-NAACL
Wenpeng Yin, Hinrich Schütze
2015 — conf
LCCT: A Semi-supervised Model for Sentiment Classification.
HLT-NAACL
Min Yang, Wenting Tu, Ziyu Lu, Wenpeng Yin, Kam-Pui Chow
2015 J jnl
Learning Word Meta-Embeddings by Using Ensembles of Embedding Sets.
CoRR
Wenpeng Yin, Hinrich Schütze
2015 — conf
MultiGranCNN: An Architecture for General Matching of Text Chunks on Multiple Levels of Granularity.
ACL (1)
Wenpeng Yin, Hinrich Schütze
2015 B conf
Multichannel Variable-Size Convolution for Sentence Classification.
CoNLL
Wenpeng Yin, Hinrich Schütze
2015 A* conf
Online Updating of Word Representations for Part-of-Speech Tagging.
EMNLP
Wenpeng Yin, Tobias Schnabel, Hinrich Schütze
2015 A* conf
Optimizing Sentence Modeling and Selection for Document Summarization.
IJCAI
Wenpeng Yin, Yulong Pei
2014 — conf
An Exploration of Embeddings for Generalized Phrases.
ACL (Student Research Workshop)
Wenpeng Yin, Hinrich Schütze
2014 — conf
Deep Learning Embeddings for Discontinuous Linguistic Units.
ICLR (Workshop Poster)
Wenpeng Yin, Hinrich Schütze
2013 — conf
Community Detection in Multi-relational Social Networks.
WISE (2)
Zhiang Wu, Wenpeng Yin, Jie Cao, Guandong Xu, Alfredo Cuzzocrea
2012 B conf
A Supervised Aggregation Framework for Multi-Document Summarization.
COLING
Yulong Pei, Wenpeng Yin, Qifeng Fan, Lian'en Huang
2012 B conf
Automatic Multi-document Summarization Based on New Sentence Similarity Measures.
PRICAI
Wenpeng Yin, Yulong Pei, Lian'en Huang
2012 B conf
Generic Multi-Document Summarization Using Topic-Oriented Information.
PRICAI
Yulong Pei, Wenpeng Yin, Lian'en Huang
2012 A conf
Query-focused multi-document summarization based on query-sensitive feature space.
CIKM
Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang
2012 B conf
RelationListwise for Query-Focused Multi-Document Summarization.
COLING
Wenpeng Yin, Lifu Huang, Yulong Pei, Lian'en Huang
2012 B conf
SentTopic-MultiRank: a Novel Ranking Model for Multi-Document Summarization.
COLING
Wenpeng Yin, Yulong Pei, Fan Zhang, Lian'en Huang