Hongming Zhang

According to our database, Hongming Zhang authored at least 82 papers between 2018 and 2024.

Collaborative distances:

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

2024

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation.

Zhaowei Wang, Wei Fan, Qing Zong, Hongming Zhang, Sehyun Choi, Tianqing Fang, Xin Liu, Yangqiu Song, Ginny Y. Wong, Simon See

CoRR, 2024

On-the-fly Denoising for Data Augmentation in Natural Language Understanding.

Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

2023

Dense X Retrieval: What Retrieval Granularity Should We Use?

Tong Chen, Hongwei Wang, Sihao Chen, Wenhao Yu, Kaixin Ma, Xinran Zhao, Hongming Zhang, Dong Yu

CoRR, 2023

CLOMO: Counterfactual Logical Modification with Large Language Models.

Yinya Huang, Ruixin Hong, Hongming Zhang, Wei Shao, Zhicheng Yang, Dong Yu, Changshui Zhang, Xiaodan Liang, Linqi Song

CoRR, 2023

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models.

Wenhao Yu, Hongming Zhang, Xiaoman Pan, Kaixin Ma, Hongwei Wang, Dong Yu

CoRR, 2023

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph.

Zhaowei Wang, Haochen Shi, Weiqi Wang, Tianqing Fang, Hongming Zhang, Sehyun Choi, Xin Liu, Yangqiu Song

CoRR, 2023

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning.

Ruixin Hong, Hongming Zhang, Xinyu Pang, Dong Yu, Changshui Zhang

CoRR, 2023

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations.

Sihao Chen, Hongming Zhang, Tong Chen, Ben Zhou, Wenhao Yu, Dian Yu, Baolin Peng, Hongwei Wang, Dan Roth, Dong Yu

CoRR, 2023

SocREval: Large Language Models with the Socratic Method for Reference-Free Reasoning Evaluation.

Hangfeng He, Hongming Zhang, Dan Roth

CoRR, 2023

LASER: LLM Agent with State-Space Exploration for Web Navigation.

Kaixin Ma, Hongming Zhang, Hongwei Wang, Xiaoman Pan, 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 Open-Domain Topic Classification.

Hantian Ding, Jinrui Yang, Yuqian Deng, Hongming Zhang, Dan Roth

CoRR, 2023

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning.

Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen

CoRR, 2023

PIVOINE: Instruction Tuning for Open-world Information Extraction.

Keming Lu, Xiaoman Pan, Kaiqiang Song, Hongming Zhang, Dong Yu, Jianshu Chen

CoRR, 2023

Open-Domain Event Graph Induction for Mitigating Framing Bias.

Siyi Liu, Hongming Zhang, Hongwei Wang, Kaiqiang Song, Dan Roth, Dong Yu

CoRR, 2023

Rethinking with Retrieval: Faithful Large Language Model Inference.

Hangfeng He, Hongming Zhang, Dan Roth

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

On the Dimensionality of Sentence Embeddings.

Hongwei Wang, Hongming Zhang, Dong Yu

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

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding.

Jiayang Cheng, Lin Qiu, Tsz Ho Chan, Tianqing Fang, Weiqi Wang, Chunkit Chan, Dongyu Ru, Qipeng Guo, Hongming Zhang, Yangqiu Song, Yue Zhang, Zheng Zhang

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

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes.

Haoyu Wang, Hongming Zhang, Yueguan Wang, Yuqian Deng, Muhao Chen, Dan Roth

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

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.

Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth

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

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction.

Haoyu Wang, Hongming Zhang, Yuqian Deng, Jacob R. Gardner, Dan Roth, Muhao Chen

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

Global Constraints with Prompting for Zero-Shot Event Argument Classification.

Zizheng Lin, Hongming Zhang, Yangqiu Song

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

Faithful Question Answering with Monte-Carlo Planning.

Ruixin Hong, Hongming Zhang, Hong Zhao, Dong Yu, Changshui Zhang

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

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective.

Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See

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

2022

Learning Event Extraction From a Few Guideline Examples.

Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang

IEEE ACM Trans. Audio Speech Lang. Process., 2022

VD-PCR: Improving visual dialog with pronoun coreference resolution.

Xintong Yu, Hongming Zhang, Ruixin Hong, Yangqiu Song, Changshui Zhang

Pattern Recognit., 2022

Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach.

Jiayao Zhang, Hongming Zhang, Zhun Deng, Dan Roth

CoRR, 2022

Are All Steps Equally Important? Benchmarking Essentiality Detection of Events.

Hongming Zhang, Yueguan Wang, Yuqian Deng, Haoyu Wang, Muhao Chen, Dan Roth

CoRR, 2022

Causal Inference Principles for Reasoning about Commonsense Causality.

Jiayao Zhang, Hongming Zhang, Dan Roth, Weijie J. Su

CoRR, 2022

ASER: Towards large-scale commonsense knowledge acquisition via higher-order selectional preference over eventualities.

Hongming Zhang, Xin Liu, Haojie Pan, Haowen Ke, Jiefu Ou, Tianqing Fang, Yangqiu Song

Artif. Intell., 2022

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation.

Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang

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

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings.

Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song

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

PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English.

Xinran Zhao, Hongming Zhang, Yangqiu Song

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

ROCK: Causal Inference Principles for Reasoning about Commonsense Causality.

Jiayao Zhang, Hongming Zhang, Weijie J. Su, Dan Roth

Proceedings of the International Conference on Machine Learning, 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

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

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller.

Zhaowei Wang, Hongming Zhang, Tianqing Fang, Yangqiu Song, Ginny Y. Wong, Simon See

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

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation.

Ying Su, Zihao Wang, Tianqing Fang, Hongming Zhang, Yangqiu Song, Tong Zhang

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

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure.

Yinya Huang, Hongming Zhang, Ruixin Hong, Xiaodan Liang, Changshui Zhang, Dong Yu

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

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population.

Tianqing Fang, Quyet V. Do, Hongming Zhang, Yangqiu Song, Ginny Y. Wong, Simon See

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

Multilingual Word Sense Disambiguation with Unified Sense Representation.

Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang

Proceedings of the 29th International Conference on Computational Linguistics, 2022

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations.

Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng

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

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting.

Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang

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

2021

Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema.

Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth

CoRR, 2021

DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge.

Tianqing Fang, Hongming Zhang, Weiqi Wang, Yangqiu Song, Bin He

Proceedings of the WWW '21: The Web Conference 2021, 2021

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.

Haoyang Wen, Ying Lin, Tuan Manh Lai, Xiaoman Pan, Sha Li, Xudong Lin, Ben Zhou, Manling Li, Haoyu Wang, Hongming Zhang, Xiaodong Yu, Alexander Dong, Zhenhailong Wang, Yi Ren Fung, Piyush Mishra, Qing Lyu, Dídac Surís, Brian Chen, Susan Windisch Brown, Martha Palmer, Chris Callison-Burch, Carl Vondrick, Jiawei Han, Dan Roth, Shih-Fu Chang, Heng Ji

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

Exophoric Pronoun Resolution in Dialogues with Topic Regularization.

Xintong Yu, Hongming Zhang, Yangqiu Song, Changshui Zhang, Kun Xu, Dong Yu

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

Learning Constraints and Descriptive Segmentation for Subevent Detection.

Haoyu Wang, Hongming Zhang, Muhao Chen, Dan Roth

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

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset.

Tianqing Fang, Weiqi Wang, Sehyun Choi, Shibo Hao, Hongming Zhang, Yangqiu Song, Bin He

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

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema.

Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth

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

Joint Coreference Resolution and Character Linking for Multiparty Conversation.

Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning Contextual Causality Between Daily Events From Time-Consecutive Images.

Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge.

Tianqing Fang, Haojie Pan, Hongming Zhang, Yangqiu Song, Kun Xu, Dong Yu

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Zero-shot Label-Aware Event Trigger and Argument Classification.

Hongming Zhang, Haoyu Wang, Dan Roth

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

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights.

Qing Lyu, Hongming Zhang, Elior Sulem, Dan Roth

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

CoCoLM: COmplex COmmonsense Enhanced Language Model.

Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng

CoRR, 2020

Unsupervised Label-aware Event Trigger and Argument Classification.

Hongming Zhang, Haoyu Wang, Dan Roth

CoRR, 2020

Learning Contextual Causality from Time-consecutive Images.

Hongming Zhang, Yintong Huo, Xinran Zhao, Yangqiu Song, Dan Roth

CoRR, 2020

A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution.

Hongming Zhang, Xinran Zhao, Yangqiu Song

CoRR, 2020

ASER: A Large-scale Eventuality Knowledge Graph.

Hongming Zhang, Xin Liu, Haojie Pan, Yangqiu Song, Cane Wing-Ki Leung

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

TransOMCS: From Linguistic Graphs to Commonsense Knowledge.

Hongming Zhang, Daniel Khashabi, Yangqiu Song, Dan Roth

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

Analogous Process Structure Induction for Sub-event Sequence Prediction.

Hongming Zhang, Muhao Chen, Haoyu Wang, Yangqiu Song, Dan Roth

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

When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models.

Changlong Yu, Jialong Han, Peifeng Wang, Yangqiu Song, Hongming Zhang, Wilfred Ng, Shuming Shi

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

Joint Constrained Learning for Event-Event Relation Extraction.

Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth

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

What Are You Trying to Do? Semantic Typing of Event Processes.

Muhao Chen, Hongming Zhang, Haoyu Wang, Dan Roth

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations.

Changlong Yu, Hongming Zhang, Yangqiu Song, Wilfred Ng, Lifeng Shang

Proceedings of the Conference on Automated Knowledge Base Construction, 2020

WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge.

Hongming Zhang, Xinran Zhao, Yangqiu Song

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

2019

Incorporating Context and External Knowledge for Pronoun Coreference Resolution.

Hongming Zhang, Yan Song, Yangqiu Song

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Multiplex Word Embeddings for Selectional Preference Acquisition.

Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu

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

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues.

Xintong Yu, Hongming Zhang, Yangqiu Song, Yan Song, Changshui Zhang

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

Multilingual and Multi-Aspect Hate Speech Analysis.

Nedjma Ousidhoum, Zizheng Lin, Hongming Zhang, Yangqiu Song, Dit-Yan Yeung

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

Knowledge-aware Pronoun Coreference Resolution.

Hongming Zhang, Yan Song, Yangqiu Song, Dong Yu

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

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition.

Hongming Zhang, Hantian Ding, Yangqiu Song

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

2018

Scalable Multiplex Network Embedding.

Hongming Zhang, Liwei Qiu, Lingling Yi, Yangqiu Song

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Distributed Solution for Winograd Schema Challenge.

Hongming Zhang, Yangqiu Song

Proceedings of the 10th International Conference on Machine Learning and Computing, 2018

Capture Commonsense Knowledge for Sentiment Analysis.

Hongming Zhang, Zhaoyu Liu, Yangqiu Song

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018