Hongming Zhang

101 papers · 2018–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (5) 🗺️ Taxonomy Completionist (128) 🏠 Conference Loyalist (37) 🤝 Dynamic Duo (36) 🏆 Keyword Champion (5) 👥 Mega-Team (26) 🏆 Grand Slam 🔬 Deep Specialist (12) 🧬 Topic Evolution ⚡ Prolific Year (7) 💎 Century Club (99) 📈 Trend Setter 🔥 Unstoppable (8) 🗃️ Keyword Collector (393) ❓ The Questioner (8)

Conferences

EMNLP (37) ACL (19) NAACL (12) EACL (9) IJCNLP (7) ICLR (4) AAAI (3) ICCV (2) ICML (2) IJCAI (2) NIPS (2) COLING (1) CONLL (1)

Top co-authors

Dong Yu (37) Yangqiu Song (35) Dan Roth (22) Tianqing Fang (17) Muhao Chen (13) Kaixin Ma (13) Wenhao Yu (13) Wenlin Yao (11) Haoyu Wang (11) Xiaoman Pan (10)

Keywords

large language model (12) zero-shot learning (11) commonsense reasoning (9) question answering (8) event extraction (8) knowledge graph (6) language model (6) natural language understanding (5) web agent (5) sentence embedding (5) transfer learning (5) text classification (5) pronoun coreference resolution (4) pronoun coreference (4) coreference resolution (4) representation learning (4) retrieval-augmented generation (4) commonsense knowledge (4) event understanding (3) contrastive learning (3)

Papers

WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026

Oligodendrocyte-Driven Spiking Neural Model AAAI 2026

Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models ACL 2025

OpenWebVoyager: Building Multimodal Web Agents via Iterative Real-World Exploration, Feedback and Optimization ACL 2025

Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025

DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025

WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback EMNLP 2025

DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes EMNLP 2025

Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025

Understanding and Enhancing Mamba-Transformer Hybrids for Memory Recall and Language Modeling EMNLP 2025

Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation EMNLP 2025

WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025

Coarse-to-Fine Grounded Memory for LLM Agent Planning EMNLP 2025

UAVScenes: A Multi-Modal Dataset for UAVs ICCV 2025

RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025

Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025

DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025

Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025

Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning ICML 2024

MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity EMNLP 2024

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024

Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024

Abstraction-of-Thought Makes Language Models Better Reasoners EMNLP 2024

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024

Exploiting the Replay Memory Before Exploring the Environment: Enhancing Reinforcement Learning Through Empirical MDP Iteration NIPS 2024

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024

CLOMO: Counterfactual Logical Modification with Large Language Models ACL 2024

GeoHard: Towards Measuring Class-wise Hardness through Modelling Class Semantics ACL 2024

Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024

Monte Carlo Tree Search in the Presence of Transition Uncertainty AAAI 2024

Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations NAACL 2024

A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning NAACL 2024

On-the-fly Denoising for Data Augmentation in Natural Language Understanding EACL 2024

CEO: Corpus-based Open-Domain Event Ontology Induction EACL 2024

Event Semantic Classification in Context EACL 2024

AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024

Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning NAACL 2024

SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024

On the Dimensionality of Sentence Embeddings EMNLP 2023

Video State-Changing Object Segmentation ICCV 2023

Global Constraints with Prompting for Zero-Shot Event Argument Classification EACL 2023

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm EACL 2023

How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method EACL 2023

Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction EACL 2023

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023

Faithful Question Answering with Monte-Carlo Planning ACL 2023

PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023

PIVOINE: Instruction Tuning for Open-world Entity Profiling EMNLP 2023

Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes EMNLP 2023

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023

Bridging Continuous and Discrete Spaces: Interpretable Sentence Representation Learning via Compositional Operations EMNLP 2023

Thrust: Adaptively Propels Large Language Models with External Knowledge NIPS 2023

Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models ICLR 2023

Replay Memory as An Empirical MDP: Combining Conservative Estimation with Experience Replay ICLR 2023

ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ICML 2022

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting ACL 2022

CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022

Multilingual Word Sense Disambiguation with Unified Sense Representation COLING 2022

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination EMNLP 2022

SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller EMNLP 2022

MetaLogic: Logical Reasoning Explanations with Fine-Grained Structure EMNLP 2022

Salience Allocation as Guidance for Abstractive Summarization EMNLP 2022

MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022

PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population EMNLP 2022

Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 2022

Towards Open-Domain Topic Classification NAACL 2022

METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation NAACL 2022

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings NAACL 2022

Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021

Exophoric Pronoun Resolution in Dialogues with Topic Regularization EMNLP 2021

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights IJCNLP 2021

Event-Centric Natural Language Processing IJCNLP 2021

Zero-shot Label-Aware Event Trigger and Argument Classification IJCNLP 2021

Leveraging Topic Relatedness for Argument Persuasion IJCNLP 2021

RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL 2021

Joint Coreference Resolution and Character Linking for Multiparty Conversation EACL 2021

Leveraging Topic Relatedness for Argument Persuasion ACL 2021

Zero-shot Label-Aware Event Trigger and Argument Classification ACL 2021

Event-Centric Natural Language Processing ACL 2021

Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021

A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English EMNLP 2021

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP 2021

Learning Constraints and Descriptive Segmentation for Subevent Detection EMNLP 2021

WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ACL 2020

What Are You Trying to Do? Semantic Typing of Event Processes EMNLP 2020

When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models EMNLP 2020

Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020

Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020

TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020

What Are You Trying to Do? Semantic Typing of Event Processes CONLL 2020

Multilingual and Multi-Aspect Hate Speech Analysis IJCNLP 2019

Multiplex Word Embeddings for Selectional Preference Acquisition EMNLP 2019

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues EMNLP 2019

Multilingual and Multi-Aspect Hate Speech Analysis EMNLP 2019

Knowledge-aware Pronoun Coreference Resolution ACL 2019

SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ACL 2019

Incorporating Context and External Knowledge for Pronoun Coreference Resolution NAACL 2019

What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues IJCNLP 2019

Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019

Scalable Multiplex Network Embedding IJCAI 2018