Hongming Zhang

WebAggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models ACL 2026 WebRollback: Enhancing Web Agents with Explicit Rollback Mechanisms EACL 2026 Oligodendrocyte-Driven Spiking Neural Model AAAI 2026 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 Retrieval-augmented GUI Agents with Generative Guidelines EMNLP 2025 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 DSBench: How Far Are Data Science Agents from Becoming Data Science Experts? ICLR 2025 RepoGraph: Enhancing AI Software Engineering with Repository-level Code Graph ICLR 2025 UAVScenes: A Multi-Modal Dataset for UAVs ICCV 2025 Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall EMNLP 2025 DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes EMNLP 2025 WebCoT: Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback EMNLP 2025 DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems NAACL 2025 Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots NAACL 2025 Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models ACL 2024 Dense X Retrieval: What Retrieval Granularity Should We Use? EMNLP 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity EMNLP 2024 Monte Carlo Tree Search in the Presence of Transition Uncertainty AAAI 2024 SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation NAACL 2024 Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations 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 A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning NAACL 2024 Provable Representation with Efficient Planning for Partially Observable Reinforcement Learning ICML 2024 AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 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 Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning NAACL 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 Video State-Changing Object Segmentation ICCV 2023 COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023 Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction EACL 2023 How do Words Contribute to Sentence Semantics? Revisiting Sentence Embeddings with a Perturbation Method EACL 2023 CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm EACL 2023 Global Constraints with Prompting for Zero-Shot Event Argument Classification EACL 2023 PiCor: Multi-Task Deep Reinforcement Learning with Policy Correction AAAI 2023 PIVOINE: Instruction Tuning for Open-world Entity Profiling EMNLP 2023 Thrust: Adaptively Propels Large Language Models with External Knowledge NIPS 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 On the Dimensionality of Sentence Embeddings EMNLP 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 Faithful Question Answering with Monte-Carlo Planning ACL 2023 Efficient Zero-shot Event Extraction with Context-Definition Alignment EMNLP 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 ROCK: Causal Inference Principles for Reasoning about Commonsense Causality ICML 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 Learning Constraints and Descriptive Segmentation for Subevent Detection EMNLP 2021 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 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 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 Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021 Exophoric Pronoun Resolution in Dialogues with Topic Regularization EMNLP 2021 What Are You Trying to Do? Semantic Typing of Event Processes CONLL 2020 When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models EMNLP 2020 WinoWhy: A Deep Diagnosis of Essential Commonsense Knowledge for Answering Winograd Schema Challenge ACL 2020 TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020 Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 2020 Joint Constrained Learning for Event-Event Relation Extraction EMNLP 2020 What Are You Trying to Do? Semantic Typing of Event Processes EMNLP 2020 Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019 Knowledge-aware Pronoun Coreference Resolution ACL 2019 Multilingual and Multi-Aspect Hate Speech Analysis EMNLP 2019 Incorporating Context and External Knowledge for Pronoun Coreference Resolution NAACL 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 IJCNLP 2019 What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues IJCNLP 2019 SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ACL 2019 Scalable Multiplex Network Embedding IJCAI 2018