Wenlin Yao

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 57

Top Topics

Weakly Supervised

Event Extraction

Top Venues

Publications

Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu
Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era. CoRR (2024)
Xuansheng Wu, Huachi Zhou, Yucheng Shi, Wenlin Yao, Xiao Huang, Ninghao Liu
Could Small Language Models Serve as Recommenders? Towards Data-centric Cold-start Recommendation. WWW (2024)
Zhenwen Liang, Dian Yu, Wenhao Yu, Wenlin Yao, Zhihan Zhang, Xiangliang Zhang, Dong Yu
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions. CoRR (2024)
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. CoRR (2024)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. ACL (Findings) (2024)
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. NAACL-HLT (2024)
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
MinT: Boosting Generalization in Mathematical Reasoning via Multi-view Fine-tuning. LREC/COLING (2024)
Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu
InFoBench: Evaluating Instruction Following Ability in Large Language Models. ACL (Findings) (2024)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. CoRR (2024)
Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models. ACL (1) (2024)
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. NAACL-HLT (2024)
Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu
InFoBench: Evaluating Instruction Following Ability in Large Language Models. CoRR (2024)
Yebowen Hu, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Wenlin Yao, Hassan Foroosh, Dong Yu, Fei Liu
When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives. CoRR (2024)
Neeraj Varshney, Wenlin Yao, Hongming Zhang, Jianshu Chen, Dong Yu
A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation. CoRR (2023)
Xuansheng Wu, Huachi Zhou, Wenlin Yao, Xiao Huang, Ninghao Liu
Towards Personalized Cold-Start Recommendation with Prompts. CoRR (2023)
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. ICLR (2023)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
Thrust: Adaptively Propels Large Language Models with External Knowledge. CoRR (2023)
Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu
MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning. CoRR (2023)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen
Thrust: Adaptively Propels Large Language Models with External Knowledge. NeurIPS (2023)
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
TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs. CoRR (2023)
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. EMNLP (2023)
Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen
How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method. EACL (2023)
Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning. CoRR (2023)
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning. CoRR (2023)
James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu
Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations. CoRR (2023)
Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
Salience Allocation as Guidance for Abstractive Summarization. CoRR (2022)
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. CoRR (2022)
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. ACL (2) (2022)
Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen
ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion. ICDM (Workshops) (2022)
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. CoRR (2022)
Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization. CoRR (2022)
Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization. EMNLP (Findings) (2022)
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. ACL (2) (2022)
Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. EMNLP (2022)
Hongming Zhang, Wenlin Yao, Dong Yu
Efficient Zero-shot Event Extraction with Context-Definition Alignment. CoRR (2022)
Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination. CoRR (2022)
Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. CoRR (2022)
Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models. CoRR (2022)
Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
Salience Allocation as Guidance for Abstractive Summarization. EMNLP (2022)
Hongming Zhang, Wenlin Yao, Dong Yu
Efficient Zero-shot Event Extraction with Context-Definition Alignment. EMNLP (Findings) (2022)
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. CoRR (2021)
Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories. EMNLP (1) (2021)
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
Weakly-supervised Fine-grained Event Recognition on Social Media Texts for Disaster Management. CoRR (2020)
Wenlin Yao, Zeyu Dai, Maitreyi Ramaswamy, Bonan Min, Ruihong Huang
Weakly Supervised Subevent Knowledge Acquisition. EMNLP (1) (2020)
Cheng Zhang, Wenlin Yao, Yang Yang, Ruihong Huang, Ali Mostafavi
Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters. Comput. Aided Civ. Infrastructure Eng. 35 (12) (2020)
Chenxin Jia, Ying Cao, Jian Yang, Yuan Rao, Hao Fan, Wenlin Yao
Improving Visual- Inertial Odometry with Robust Outlier Rejection and Loop Closure. iCAST (2020)
Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi
Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management. AAAI (2020)
Chao Fan, Ali Mostafavi, Wenlin Yao, Ruihong Huang
A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters. HICSS (2019)
Cheng Zhang, Chao Fan, Wenlin Yao, Xia Hu, Ali Mostafavi
Social media for intelligent public information and warning in disasters: An interdisciplinary review. Int. J. Inf. Manag. 49 (2019)
Wenlin Yao, Ruihong Huang
Temporal Event Knowledge Acquisition via Identifying Narratives. CoRR (2018)
Wenlin Yao, Ruihong Huang
Temporal Event Knowledge Acquisition via Identifying Narratives. ACL (1) (2018)
Zeyu Dai, Wenlin Yao, Ruihong Huang
Using Context Events in Neural Network Models for Event Temporal Status Identification. IJCNLP(2) (2017)
Wenlin Yao, Zeyu Dai, Ruihong Huang, James Caverlee
Online Deception Detection Refueled by Real World Data Collection. CoRR (2017)
Wenlin Yao, Saipravallika Nettyam, Ruihong Huang
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously. RANLP (2017)
Zeyu Dai, Wenlin Yao, Ruihong Huang
Using Context Events in Neural Network Models for Event Temporal Status Identification. CoRR (2017)
Wenlin Yao, Saipravallika Nettyam, Ruihong Huang
A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously. CoRR (2017)
Wenlin Yao, Zeyu Dai, Ruihong Huang, James Caverlee
Online Deception Detection Refueled by Real World Data Collection. RANLP (2017)
Wenlin Yao, Lei Wang, Lingling Gao
An ungreedy Chinese deterministic dependency parser considering long-distance dependency. NLPKE (2008)