Wenlin Yao

81 papers A* 12A 1Misc 2Journal 46Unranked 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Versatile Multimodal Agent for Multimedia Content Generation.
CoRR
Daoan Zhang, Wenlin Yao, Xiaoyang Wang, Yebowen Hu, Jiebo Luo, Dong Yu
2025 J jnl
Ask a Strong LLM Judge when Your Reward Model is Uncertain.
CoRR
Zhenghao Xu, Qin Lu, Qingru Zhang, Liang Qiu, Ilgee Hong, Changlong Yu, Wenlin Yao, Yao Liu, Haoming Jiang, Lihong Li, Hyokun Yun, Tuo Zhao
2025 A* conf
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search.
ICLR
Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu
2025 A* conf
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
ICLR
Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu
2025 — conf
DeFine: Decision-Making with Analogical Reasoning over Factor Profiles.
ACL (Findings)
Yebowen Hu, Xiaoyang Wang, Wenlin Yao, Yiming Lu, Daoan Zhang, Hassan Foroosh, Dong Yu, Fei Liu
2025 J jnl
DeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping.
CoRR
Wei Fan, Wenlin Yao, Zheng Li, Feng Yao, Xin Liu, Liang Qiu, Qingyu Yin, Yangqiu Song, Bing Yin
2025 J jnl
Improving Sampling Efficiency in RLVR through Adaptive Rollout and Response Reuse.
CoRR
Yuheng Zhang, Wenlin Yao, Changlong Yu, Yao Liu, Qingyu Yin, Bing Yin, Hyokun Yun, Lihong Li
2025 J jnl
Interpreting and Steering LLMs with Mutual Information-based Explanations on Sparse Autoencoders.
CoRR
Xuansheng Wu, Jiayi Yuan, Wenlin Yao, Xiaoming Zhai, Ninghao Liu
2025 — conf
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization.
ACL (1)
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Hongming Zhang, Tianqing Fang, Zhenzhong Lan, Dong Yu
2025 J jnl
Soundness-Aware Level: A Microscopic Signature that Predicts LLM Reasoning Potential.
CoRR
Xuansheng Wu, Xiaoman Pan, Wenlin Yao, Jianshu Chen
2025 J jnl
Towards Trustworthy GUI Agents: A Survey.
CoRR
Yucheng Shi, Wenhao Yu, Wenlin Yao, Wenhu Chen, Ninghao Liu
2025 A* conf
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning.
EMNLP
Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li
2025 J jnl
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning.
CoRR
Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li
2024 A* conf
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation.
WWW
Xuansheng Wu, Huachi Zhou, Yucheng Shi, Wenlin Yao, Xiao Huang, Ninghao Liu
2024 J jnl
DIRECT: Dual Interpretable Recommendation with Multi-aspect Word Attribution.
ACM Trans. Intell. Syst. Technol.
Xuansheng Wu, Hanqin Wan, Qiaoyu Tan, Wenlin Yao, Ninghao Liu
2024 J jnl
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search.
CoRR
Murong Yue, Wenlin Yao, Haitao Mi, Dian Yu, Ziyu Yao, Dong Yu
2024 J jnl
DSBench: How Far Are Data Science Agents to Becoming Data Science Experts?
CoRR
Liqiang Jing, Zhehui Huang, Xiaoyang Wang, Wenlin Yao, Wenhao Yu, Kaixin Ma, Hongming Zhang, Xinya Du, Dong Yu
2024 J jnl
DeFine: Enhancing LLM Decision-Making with Factor Profiles and Analogical Reasoning.
CoRR
Yebowen Hu, Xiaoyang Wang, Wenlin Yao, Yiming Lu, Daoan Zhang, Hassan Foroosh, Dong Yu, Fei Liu
2024 — conf
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models.
ACL (Findings)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
2024 J jnl
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models.
CoRR
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
2024 — conf
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning.
NAACL-HLT
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
2024 J jnl
HDFlow: Enhancing LLM Complex Problem-Solving with Hybrid Thinking and Dynamic Workflows.
CoRR
Wenlin Yao, Haitao Mi, Dong Yu
2024 A* conf
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation.
NeurIPS
Fan Lin, Shuyi Xie, Yong Dai, Wenlin Yao, Tianjiao Lang, Yu Zhang
2024 J jnl
IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation.
CoRR
Fan Lin, Shuyi Xie, Yong Dai, Wenlin Yao, Tianjiao Lang, Zishan Xu, Zhichao Hu, Xiao Xiao, Yuhong Liu, Yu Zhang
2024 — conf
InFoBench: Evaluating Instruction Following Ability in Large Language Models.
ACL (Findings)
Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu
2024 J jnl
InFoBench: Evaluating Instruction Following Ability in Large Language Models.
CoRR
Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu
2024 — conf
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning.
NAACL-HLT
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
2024 J jnl
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions.
CoRR
Zhenwen Liang, Dian Yu, Wenhao Yu, Wenlin Yao, Zhihan Zhang, Xiangliang Zhang, Dong Yu
2024 — conf
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning.
LREC/COLING
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
2024 J jnl
OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization.
CoRR
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Hongming Zhang, Tianqing Fang, Zhenzhong Lan, Dong Yu
2024 J jnl
SePPO: Semi-Policy Preference Optimization for Diffusion Alignment.
CoRR
Daoan Zhang, Guangchen Lan, Dong-Jun Han, Wenlin Yao, Xiaoman Pan, Hongming Zhang, Mingxiao Li, Pengcheng Chen, Dong Yu, Christopher Brinton, Jiebo Luo
2024 J jnl
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era.
CoRR
Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu
2024 — conf
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.
ACL (1)
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
2024 J jnl
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.
CoRR
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
2024 A* conf
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives.
EMNLP
Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu
2024 J jnl
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives.
CoRR
Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu
2023 J jnl
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.
CoRR
Neeraj Varshney, Wenlin Yao, Hongming Zhang, Jianshu Chen, Dong Yu
2023 A* conf
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations.
EMNLP
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
2023 J jnl
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations.
CoRR
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
2023 J jnl
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning.
CoRR
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
2023 A conf
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method.
EACL
Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen
2023 A* conf
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models.
ICLR
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
2023 J jnl
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning.
CoRR
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
2023 J jnl
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning.
CoRR
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
2023 J jnl
TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs.
CoRR
Shuyi Xie, Wenlin Yao, Yong Dai, Shaobo Wang, Donlin Zhou, Lifeng Jin, Xinhua Feng, Pengzhi Wei, Yujie Lin, Zhichao Hu, Dong Yu, Zhengyou Zhang, Jing Nie, Yuhong Liu
2023 A* conf
Thrust: Adaptively Propels Large Language Models with External Knowledge.
NeurIPS
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
2023 J jnl
Thrust: Adaptively Propels Large Language Models with External Knowledge.
CoRR
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
2023 J jnl
Towards Personalized Cold-Start Recommendation with Prompts.
CoRR
Xuansheng Wu, Huachi Zhou, Wenlin Yao, Xiao Huang, Ninghao Liu
2022 — conf
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References.
ACL (2)
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
2022 J jnl
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References.
CoRR
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
2022 — conf
Efficient Zero-shot Event Extraction with Context-Definition Alignment.
EMNLP (Findings)
Hongming Zhang, Wenlin Yao, Dong Yu
2022 J jnl
Efficient Zero-shot Event Extraction with Context-Definition Alignment.
CoRR
Hongming Zhang, Wenlin Yao, Dong Yu
2022 J jnl
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models.
CoRR
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
2022 — conf
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension.
ACL (2)
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
2022 J jnl
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension.
CoRR
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
2022 — conf
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization.
EMNLP (Findings)
Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi
2022 J jnl
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization.
CoRR
Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi
2022 A* conf
Salience Allocation as Guidance for Abstractive Summarization.
EMNLP
Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
2022 J jnl
Salience Allocation as Guidance for Abstractive Summarization.
CoRR
Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
2022 A* conf
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination.
EMNLP
Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen
2022 J jnl
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination.
CoRR
Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen
2022 — conf
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion.
ICDM (Workshops)
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
2022 J jnl
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion.
CoRR
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
2021 — conf
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories.
EMNLP (1)
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
2021 J jnl
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories.
CoRR
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
2020 — conf
Improving Visual- Inertial Odometry with Robust Outlier Rejection and Loop Closure.
iCAST
Chenxin Jia, Ying Cao, Jian Yang, Yuan Rao, Hao Fan, Wenlin Yao
2020 J jnl
Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters.
Comput. Aided Civ. Infrastructure Eng.
Cheng Zhang, Wenlin Yao, Yang Yang, Ruihong Huang, Ali Mostafavi
2020 — conf
Weakly Supervised Subevent Knowledge Acquisition.
EMNLP (1)
Wenlin Yao, Zeyu Dai, Maitreyi Ramaswamy, Bonan Min, Ruihong Huang
2020 A* conf
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management.
AAAI
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
2020 J jnl
Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management.
CoRR
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
2019 — conf
A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters.
HICSS
Chao Fan, Ali Mostafavi, Wenlin Yao, Ruihong Huang
2019 J jnl
Social media for intelligent public information and warning in disasters: An interdisciplinary review.
Int. J. Inf. Manag.
Cheng Zhang, Chao Fan, Wenlin Yao, Xia Hu, Ali Mostafavi
2018 — conf
Temporal Event Knowledge Acquisition via Identifying Narratives.
ACL (1)
Wenlin Yao, Ruihong Huang
2018 J jnl
Temporal Event Knowledge Acquisition via Identifying Narratives.
CoRR
Wenlin Yao, Ruihong Huang
2017 Misc conf
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously.
RANLP
Wenlin Yao, Saipravallika Nettyam, Ruihong Huang
2017 J jnl
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously.
CoRR
Wenlin Yao, Saipravallika Nettyam, Ruihong Huang
2017 Misc conf
Online Deception Detection Refueled by Real World Data Collection.
RANLP
Wenlin Yao, Zeyu Dai, Ruihong Huang, James Caverlee
2017 J jnl
Online Deception Detection Refueled by Real World Data Collection.
CoRR
Wenlin Yao, Zeyu Dai, Ruihong Huang, James Caverlee
2017 — conf
Using Context Events in Neural Network Models for Event Temporal Status Identification.
IJCNLP(2)
Zeyu Dai, Wenlin Yao, Ruihong Huang
2017 J jnl
Using Context Events in Neural Network Models for Event Temporal Status Identification.
CoRR
Zeyu Dai, Wenlin Yao, Ruihong Huang
2008 — conf
An ungreedy Chinese deterministic dependency parser considering long-distance dependency.
NLPKE
Wenlin Yao, Lei Wang, Lingling Gao