Wenlin Yao

According to our database, Wenlin Yao authored at least 33 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Usable XAI: 10 Strategies Towards Exploiting Explainability in the LLM Era.

Xuansheng Wu, Haiyan Zhao, Yaochen Zhu, Yucheng Shi, Fan Yang, Tianming Liu, Xiaoming Zhai, Wenlin Yao, Jundong Li, Mengnan Du, Ninghao Liu

CoRR, 2024

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models.

Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen

CoRR, 2024

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models.

Hongliang He, Wenlin Yao, Kaixin Ma, Wenhao Yu, Yong Dai, Hongming Zhang, Zhenzhong Lan, Dong Yu

CoRR, 2024

InFoBench: Evaluating Instruction Following Ability in Large Language Models.

Yiwei Qin, Kaiqiang Song, Yebowen Hu, Wenlin Yao, Sangwoo Cho, Xiaoyang Wang, Xuansheng Wu, Fei Liu, Pengfei Liu, Dong Yu

CoRR, 2024

2023

MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning.

Fuxiao Liu, Xiaoyang Wang, Wenlin Yao, Jianshu Chen, Kaiqiang Song, Sangwoo Cho, Yaser Yacoob, Dong Yu

CoRR, 2023

TencentLLMEval: A Hierarchical Evaluation of Real-World Capabilities for Human-Aligned LLMs.

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

CoRR, 2023

From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning.

Xuansheng Wu, Wenlin Yao, Jianshu Chen, Xiaoman Pan, Xiaoyang Wang, Ninghao Liu, Dong Yu

CoRR, 2023

MinT: Boosting Generalization in Mathematical Reasoning via Multi-View Fine-Tuning.

Zhenwen Liang, Dian Yu, Xiaoman Pan, Wenlin Yao, Qingkai Zeng, Xiangliang Zhang, Dong Yu

CoRR, 2023

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation.

Neeraj Varshney, Wenlin Yao, Hongming Zhang, Jianshu Chen, Dong Yu

CoRR, 2023

Towards Personalized Cold-Start Recommendation with Prompts.

Xuansheng Wu, Huachi Zhou, Wenlin Yao, Xiao Huang, Ninghao Liu

CoRR, 2023

Thrust: Adaptively Propels Large Language Models with External Knowledge.

Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Jianshu Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models.

Xiaoman Pan, Wenlin Yao, Hongming Zhang, Dian Yu, Dong Yu, Jianshu Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations.

James Y. Huang, Wenlin Yao, Kaiqiang Song, Hongming Zhang, Muhao Chen, Dong Yu

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method.

Wenlin Yao, Lifeng Jin, Hongming Zhang, Xiaoman Pan, Kaiqiang Song, Dian Yu, Dong Yu, Jianshu Chen

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

ZeroKBC: A Comprehensive Benchmark for Zero-Shot Knowledge Base Completion.

Pei Chen, Wenlin Yao, Hongming Zhang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization.

Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Efficient Zero-shot Event Extraction with Context-Definition Alignment.

Hongming Zhang, Wenlin Yao, Dong Yu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination.

Yue Yang, Wenlin Yao, Hongming Zhang, Xiaoyang Wang, Dong Yu, Jianshu Chen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Salience Allocation as Guidance for Abstractive Summarization.

Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension.

Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References.

Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories.

Wenlin Yao, Xiaoman Pan, Lifeng Jin, Jianshu Chen, Dian Yu, Dong Yu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters.

Cheng Zhang, Wenlin Yao, Yang Yang, Ruihong Huang, Ali Mostafavi

Comput. Aided Civ. Infrastructure Eng., 2020

Improving Visual- Inertial Odometry with Robust Outlier Rejection and Loop Closure.

Chenxin Jia, Ying Cao, Jian Yang, Yuan Rao, Hao Fan, Wenlin Yao

Proceedings of the 11th International Conference on Awareness Science and Technology, 2020

Weakly Supervised Subevent Knowledge Acquisition.

Wenlin Yao, Zeyu Dai, Maitreyi Ramaswamy, Bonan Min, Ruihong Huang

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Weakly-Supervised Fine-Grained Event Recognition on Social Media Texts for Disaster Management.

Wenlin Yao, Cheng Zhang, Shiva Saravanan, Ruihong Huang, Ali Mostafavi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Social media for intelligent public information and warning in disasters: An interdisciplinary review.

Cheng Zhang, Chao Fan, Wenlin Yao, Xia Hu, Ali Mostafavi

Int. J. Inf. Manag., 2019

A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters.

Chao Fan, Ali Mostafavi, Wenlin Yao, Ruihong Huang

Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

2018

Temporal Event Knowledge Acquisition via Identifying Narratives.

Wenlin Yao, Ruihong Huang

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously.

Wenlin Yao, Saipravallika Nettyam, Ruihong Huang

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Online Deception Detection Refueled by Real World Data Collection.

Wenlin Yao, Zeyu Dai, Ruihong Huang, James Caverlee

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

Using Context Events in Neural Network Models for Event Temporal Status Identification.

Zeyu Dai, Wenlin Yao, Ruihong Huang

Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

2008

An ungreedy Chinese deterministic dependency parser considering long-distance dependency.

Wenlin Yao, Lei Wang, Lingling Gao

Proceedings of the 4th International Conference on Natural Language Processing and Knowledge Engineering, 2008