Huan Sun

According to our database, Huan Sun authored at least 90 papers between 2013 and 2024.

Collaborative distances:

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

2024

AttributionBench: How Hard is Automatic Attribution Evaluation?

Yifei Li, Xiang Yue, Zeyi Liao, Huan Sun

CoRR, 2024

A Multi-Aspect Framework for Counter Narrative Evaluation using Large Language Models.

Jaylen Jones, Lingbo Mo, Eric Fosler-Lussier, Huan Sun

CoRR, 2024

When is Tree Search Useful for LLM Planning? It Depends on the Discriminator.

Ziru Chen, Michael White, Raymond J. Mooney, Ali Payani, Yu Su, Huan Sun

CoRR, 2024

A Trembling House of Cards? Mapping Adversarial Attacks against Language Agents.

Lingbo Mo, Zeyi Liao, Boyuan Zheng, Yu Su, Chaowei Xiao, Huan Sun

CoRR, 2024

eCeLLM: Generalizing Large Language Models for E-commerce from Large-scale, High-quality Instruction Data.

Bo Peng, Xinyi Ling, Ziru Chen, Huan Sun, Xia Ning

CoRR, 2024

GPT-4V(ision) is a Generalist Web Agent, if Grounded.

Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su

CoRR, 2024

2023

MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

Xiang Yue, Yuansheng Ni, Kai Zhang, Tianyu Zheng, Ruoqi Liu, Ge Zhang, Samuel Stevens, Dongfu Jiang, Weiming Ren, Yuxuan Sun, Cong Wei, Botao Yu, Ruibin Yuan, Renliang Sun, Ming Yin, Boyuan Zheng, Zhenzhu Yang, Yibo Liu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

CoRR, 2023

How Trustworthy are Open-Source LLMs? An Assessment under Malicious Demonstrations Shows their Vulnerabilities.

Lingbo Mo, Boshi Wang, Muhao Chen, Huan Sun

CoRR, 2023

TableLlama: Towards Open Large Generalist Models for Tables.

Tianshu Zhang, Xiang Yue, Yifei Li, Huan Sun

CoRR, 2023

MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.

Xiang Yue, Xingwei Qu, Ge Zhang, Yao Fu, Wenhao Huang, Huan Sun, Yu Su, Wenhu Chen

CoRR, 2023

MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing.

Kai Zhang, Lingbo Mo, Wenhu Chen, Huan Sun, Yu Su

CoRR, 2023

Mind2Web: Towards a Generalist Agent for the Web.

Xiang Deng, Yu Gu, Boyuan Zheng, Shijie Chen, Samuel Stevens, Boshi Wang, Huan Sun, Yu Su

CoRR, 2023

Exploring Chain-of-Thought Style Prompting for Text-to-SQL.

Chang-You Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun

CoRR, 2023

Can ChatGPT Defend the Truth? Automatic Dialectical Evaluation Elicits LLMs' Deficiencies in Reasoning.

Boshi Wang, Xiang Yue, Huan Sun

CoRR, 2023

Sanitizing Sentence Embeddings (and Labels) for Local Differential Privacy.

Minxin Du, Xiang Yue, Sherman S. M. Chow, Huan Sun

Proceedings of the ACM Web Conference 2023, 2023

Models and Practice of Neural Table Representations.

Madelon Hulsebos, Xiang Deng, Huan Sun, Paolo Papotti

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Roll Up Your Sleeves: Working with a Collaborative and Engaging Task-Oriented Dialogue System.

Lingbo Mo, Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Sunit Singh, Samuel Stevens, Chang-You Tai, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023

Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning.

Zhen Wang, Rameswar Panda, Leonid Karlinsky, Rogério Feris, Huan Sun, Yoon Kim

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Automatic Evaluation of Attribution by Large Language Models.

Xiang Yue, Boshi Wang, Ziru Chen, Kai Zhang, Yu Su, Huan Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate.

Boshi Wang, Xiang Yue, Huan Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Exploring Chain of Thought Style Prompting for Text-to-SQL.

Chang-Yu Tai, Ziru Chen, Tianshu Zhang, Xiang Deng, Huan Sun

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

Error Detection for Text-to-SQL Semantic Parsing.

Shijie Chen, Ziru Chen, Huan Sun, Yu Su

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DP-Forward: Fine-tuning and Inference on Language Models with Differential Privacy in Forward Pass.

Minxin Du, Xiang Yue, Sherman S. M. Chow, Tianhao Wang, Chenyu Huang, Huan Sun

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

Biomedical Language Models are Robust to Sub-optimal Tokenization.

Bernal Jimenez Gutierrez, Huan Sun, Yu Su

Proceedings of the 22nd Workshop on Biomedical Natural Language Processing and BioNLP Shared Tasks, 2023

Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms.

Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe.

Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Hoda Shajari, Huan Sun, David Levitan, Robert Sim

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters.

Boshi Wang, Sewon Min, Xiang Deng, Jiaming Shen, You Wu, Luke Zettlemoyer, Huan Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Text-to-SQL Error Correction with Language Models of Code.

Ziru Chen, Shijie Chen, Michael White, Raymond J. Mooney, Ali Payani, Jayanth Srinivasa, Yu Su, Huan Sun

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

TURL: Table Understanding through Representation Learning.

Xiang Deng, Huan Sun, Alyssa Lees, You Wu, Cong Yu

SIGMOD Rec., 2022

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe.

Xiang Yue, Huseyin A. Inan, Xuechen Li, Girish Kumar, Julia McAnallen, Huan Sun, David Levitan, Robert Sim

CoRR, 2022

Bootstrapping a User-Centered Task-Oriented Dialogue System.

Shijie Chen, Ziru Chen, Xiang Deng, Ashley Lewis, Lingbo Mo, Samuel Stevens, Zhen Wang, Xiang Yue, Tianshu Zhang, Yu Su, Huan Sun

CoRR, 2022

Shepherd Pre-trained Language Models to Develop a Train of Thought: An Iterative Prompting Approach.

Boshi Wang, Xiang Deng, Huan Sun

CoRR, 2022

DOM-LM: Learning Generalizable Representations for HTML Documents.

Xiang Deng, Prashant Shiralkar, Colin Lockard, Binxuan Huang, Huan Sun

CoRR, 2022

Iteratively Prompt Pre-trained Language Models for Chain of Thought.

Boshi Wang, Xiang Deng, Huan Sun

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

Thinking about GPT-3 In-Context Learning for Biomedical IE? Think Again.

Bernal Jimenez Gutierrez, Nikolas McNeal, Clayton Washington, You Chen, Lang Li, Huan Sun, Yu Su

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

Synthetic Question Value Estimation for Domain Adaptation of Question Answering.

Xiang Yue, Ziyu Yao, Huan Sun

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction.

Lingbo Mo, Ashley Lewis, Huan Sun, Michael White

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

2021

Modeling Context Pair Interaction for Pairwise Tasks on Graphs.

Zhen Wang, Bo Zong, Huan Sun

Proceedings of the WSDM '21, 2021

Structure-Grounded Pretraining for Text-to-SQL.

Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

TopNet: Learning from Neural Topic Model to Generate Long Stories.

Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

From Tables to Knowledge: Recent Advances in Table Understanding.

Jay Pujara, Pedro A. Szekely, Huan Sun, Muhao Chen

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Learning Structural Edits via Incremental Tree Transformations.

Ziyu Yao, Frank F. Xu, Pengcheng Yin, Huan Sun, Graham Neubig

Proceedings of the 9th International Conference on Learning Representations, 2021

COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval.

Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Simon M. Lin, Huan Sun

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

ReasonBERT: Pre-trained to Reason with Distant Supervision.

Xiang Deng, Yu Su, Alyssa Lees, You Wu, Cong Yu, Huan Sun

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

CliniQG4QA: Generating Diverse Questions for Domain Adaptation of Clinical Question Answering.

Xiang Yue, Xinliang Frederick Zhang, Ziyu Yao, Simon M. Lin, Huan Sun

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Differential Privacy for Text Analytics via Natural Text Sanitization.

Xiang Yue, Minxin Du, Tianhao Wang, Yaliang Li, Huan Sun, Sherman S. M. Chow

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Discerning Influence Patterns with Beta-Poisson Factorization in Microblogging Environments.

Wei Zhao, Ziyu Guan, Yuhui Huang, Tingting Xi, Huan Sun, Zhiheng Wang, Xiaofei He

IEEE Trans. Knowl. Data Eng., 2020

COUGH: A Challenge Dataset and Models for COVID-19 FAQ Retrieval.

Xinliang Frederick Zhang, Heming Sun, Xiang Yue, Emmett Jesrani, Simon M. Lin, Huan Sun

CoRR, 2020

Practical Annotation Strategies for Question Answering Datasets.

Bernhard Kratzwald, Xiang Yue, Huan Sun, Stefan Feuerriegel

CoRR, 2020

Graph embedding on biomedical networks: methods, applications and evaluations.

Xiang Yue, Zhen Wang, Jingong Huang, Srinivasan Parthasarathy, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Wen Zhang, Ping Zhang, Huan Sun

Bioinform., 2020

EndCold: An End-to-End Framework for Cold Question Routing in Community Question Answering Services.

Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Adversarial Training for Code Retrieval with Question-Description Relevance Regularization.

Jie Zhao, Huan Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

An Imitation Game for Learning Semantic Parsers from User Interaction.

Ziyu Yao, Yiqi Tang, Wen-tau Yih, Huan Sun, Yu Su

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

Clinical Phrase Mining with Language Models.

Kaushik Mani, Xiang Yue, Bernal Jimenez Gutierrez, Yungui Huang, Simon M. Lin, Huan Sun

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset.

Xiang Yue, Bernal Jimenez Gutierrez, Huan Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Rationalizing Medical Relation Prediction from Corpus-level Statistics.

Zhen Wang, Jennifer Lee, Simon M. Lin, Huan Sun

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Question-Driven Purchasing Propensity Analysis for Recommendation.

Long Chen, Ziyu Guan, Qibin Xu, Qiong Zhang, Huan Sun, Guangyue Lu, Deng Cai

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

2019

Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation.

Jie Zhao, Xiang Deng, Huan Sun

CoRR, 2019

An End-to-End Framework for Cold Question Routing in Community Question Answering Services.

Jiankai Sun, Jie Zhao, Huan Sun, Srinivasan Parthasarathy

CoRR, 2019

Automatic Table completion using Knowledge Base.

Bortik Bandyopadhyay, Xiang Deng, Goonmeet Bajaj, Huan Sun, Srinivasan Parthasarathy

CoRR, 2019

CoaCor: Code Annotation for Code Retrieval with Reinforcement Learning.

Ziyu Yao, Jayavardhan Reddy Peddamail, Huan Sun

Proceedings of the World Wide Web Conference, 2019

Riker: Mining Rich Keyword Representations for Interpretable Product Question Answering.

Jie Zhao, Ziyu Guan, Huan Sun

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

SurfCon: Synonym Discovery on Privacy-Aware Clinical Data.

Zhen Wang, Xiang Yue, Soheil Moosavinasab, Yungui Huang, Simon M. Lin, Huan Sun

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study.

Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Leveraging 2-hop Distant Supervision from Table Entity Pairs for Relation Extraction.

Xiang Deng, Huan Sun

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Dynamic Bayesian Metric Learning for Personalized Product Search.

Teng Xiao, Jiaxin Ren, Zaiqiao Meng, Huan Sun, Shangsong Liang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Reinforced Dynamic Reasoning for Conversational Question Generation.

Boyuan Pan, Hao Li, Ziyu Yao, Deng Cai, Huan Sun

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning.

Ziyu Yao, Xiujun Li, Jianfeng Gao, Brian M. Sadler, Huan Sun

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Answer Identification from Product Reviews for User Questions by Multi-Task Attentive Networks.

Long Chen, Ziyu Guan, Wei Zhao, Wanqing Zhao, Xiaopeng Wang, Zhou Zhao, Huan Sun

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

StaQC: A Systematically Mined Question-Code Dataset from Stack Overflow.

Ziyu Yao, Daniel S. Weld, Wei-Peng Chen, Huan Sun

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

Global Relation Embedding for Relation Extraction.

Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun, Xifeng Yan

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts.

Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

An End-to-End Deep Framework for Answer Triggering with a Novel Group-Level Objective.

Jie Zhao, Yu Su, Ziyu Guan, Huan Sun

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

2016

Mining Disparate Sources for Question Answering.

Huan Sun

PhD thesis, 2016

Table Cell Search for Question Answering.

Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan

Proceedings of the 25th International Conference on World Wide Web, 2016

Entity Disambiguation with Linkless Knowledge Bases.

Yang Li, Shulong Tan, Huan Sun, Jiawei Han, Dan Roth, Xifeng Yan

Proceedings of the 25th International Conference on World Wide Web, 2016

Distributed Representations of Expertise.

Fangqiu Han, Shulong Tan, Huan Sun, Mudhakar Srivatsa, Deng Cai, Xifeng Yan

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Augmented LSTM Framework to Construct Medical Self-Diagnosis Android.

Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

On Generating Characteristic-rich Question Sets for QA Evaluation.

Yu Su, Huan Sun, Brian M. Sadler, Mudhakar Srivatsa, Izzeddin Gur, Zenghui Yan, Xifeng Yan

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Fine-Grained Knowledge Sharing in Collaborative Environments.

Ziyu Guan, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Xifeng Yan

IEEE Trans. Knowl. Data Eng., 2015

Open Domain Question Answering via Semantic Enrichment.

Huan Sun, Hao Ma, Wen-tau Yih, Chen-Tse Tsai, Jingjing Liu, Ming-Wei Chang

Proceedings of the 24th International Conference on World Wide Web, 2015

Exploiting Relevance Feedback in Knowledge Graph Search.

Yu Su, Shengqi Yang, Huan Sun, Mudhakar Srivatsa, Sue Kase, Michelle Vanni, Xifeng Yan

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

Interpreting the Public Sentiment Variations on Twitter.

Shulong Tan, Yang Li, Huan Sun, Ziyu Guan, Xifeng Yan, Jiajun Bu, Chun Chen, Xiaofei He

IEEE Trans. Knowl. Data Eng., 2014

Schemaless and Structureless Graph Querying.

Shengqi Yang, Yinghui Wu, Huan Sun, Xifeng Yan

Proc. VLDB Endow., 2014

SLQ: a user-friendly graph querying system.

Shengqi Yang, Yanan Xie, Yinghui Wu, Tianyi Wu, Huan Sun, Jian Wu, Xifeng Yan

Proceedings of the International Conference on Management of Data, 2014

A Probabilistic Approach to Uncovering Attributed Graph Anomalies.

Nan Li, Huan Sun, Kyle C. Chipman, Jemin George, Xifeng Yan

Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Network mining and analysis for social applications.

Feida Zhu, Huan Sun, Xifeng Yan

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Analyzing expert behaviors in collaborative networks.

Huan Sun, Mudhakar Srivatsa, Shulong Tan, Yang Li, Lance M. Kaplan, Shu Tao, Xifeng Yan

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

2013

Synthetic review spamming and defense.

Alex Morales, Huan Sun, Xifeng Yan

Proceedings of the 22nd International World Wide Web Conference, 2013

Noise-Resistant Bicluster Recognition.

Huan Sun, Gengxin Miao, Xifeng Yan

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013