Yubo Chen

Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach ACL 2026 Any2Critical: Safety-Critical Scenario Generation from Arbitrary Real-World Driving Contexts AAAI 2026 Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning ACL 2026 Look Light, Think Heavy: What Multimodal Chain-of-Thought Reasoning Can and Cannot Do ACL 2026 RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment ACL 2025 CITI: Enhancing Tool Utilizing Ability in Large Language Models Without Sacrificing General Performance AAAI 2025 Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models AAAI 2025 Towards Robust Knowledge Unlearning: An Adversarial Framework for Assessing and Improving Unlearning Robustness in Large Language Models AAAI 2025 Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models NAACL 2025 DTELS: Towards Dynamic Granularity of Timeline Summarization NAACL 2025 MIRAGE: Evaluating and Explaining Inductive Reasoning Process in Language Models ICLR 2025 Knowledge Localization: Mission Not Accomplished? Enter Query Localization! ICLR 2025 MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation EMNLP 2025 M2Edit: Locate and Edit Multi-Granularity Knowledge in Multimodal Large Language Model EMNLP 2025 Cracking Factual Knowledge: A Comprehensive Analysis of Degenerate Knowledge Neurons in Large Language Models ACL 2025 Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents ACL 2025 A Troublemaker with Contagious Jailbreak Makes Chaos in Honest Towns ACL 2025 Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing ACL 2025 Evaluating Personalized Tool-Augmented LLMs from the Perspectives of Personalization and Proactivity ACL 2025 CiteLab: Developing and Diagnosing LLM Citation Generation Workflows via the Human-LLM Interaction ACL 2025 Towards Better Chain-of-Thought: A Reflection on Effectiveness and Faithfulness ACL 2025 Transparentize the Internal and External Knowledge Utilization in LLMs with Trustworthy Citation ACL 2025 Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models EMNLP 2024 Whispers that Shake Foundations: Analyzing and Mitigating False Premise Hallucinations in Large Language Models EMNLP 2024 DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks ECCV 2024 Open Event Causality Extraction by the Assistance of LLM in Task Annotation, Dataset, and Method COLING 2024 Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024 Tug-of-War between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models COLING 2024 Continual Few-shot Event Detection via Hierarchical Augmentation Networks COLING 2024 Journey to the Center of the Knowledge Neurons: Discoveries of Language-Independent Knowledge Neurons and Degenerate Knowledge Neurons AAAI 2024 NutFrame: Frame-based Conceptual Structure Induction with LLMs COLING 2024 Leros: Learning Explicit Reasoning on Synthesized Data for Commonsense Question Answering COLING 2024 RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models NIPS 2024 KnowVrDU: A Unified Knowledge-aware Prompt-Tuning Framework for Visually-rich Document Understanding COLING 2024 Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024 Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024 ZhuJiu-Knowledge: A Fairer Platform for Evaluating Multiple Knowledge Types in Large Language Models NAACL 2024 Oasis: Data Curation and Assessment System for Pretraining of Large Language Models IJCAI 2024 MULFE: A Multi-Level Benchmark for Free Text Model Editing ACL 2024 CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph ACL 2024 Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024 WilKE: Wise-Layer Knowledge Editor for Lifelong Knowledge Editing ACL 2024 AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation EMNLP 2024 LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning EMNLP 2024 AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation EMNLP 2024 EventOA: An Event Ontology Alignment Benchmark Based on FrameNet and Wikidata ACL 2023 Zero-Shot Cross-Lingual Event Argument Extraction with Language-Oriented Prefix-Tuning AAAI 2023 Event Process Typing via Hierarchical Optimal Transport AAAI 2023 Event Ontology Completion with Hierarchical Structure Evolution Networks EMNLP 2023 ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Models EMNLP 2023 Complex Event Schema Induction with Knowledge-Enriched Diffusion Model EMNLP 2023 InstructoR: Instructing Unsupervised Conversational Dense Retrieval with Large Language Models EMNLP 2023 LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023 Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching EMNLP 2023 Augmentation, Retrieval, Generation: Event Sequence Prediction with a Three-Stage Sequence-to-Sequence Approach COLING 2022 Generating Temporally-ordered Event Sequences via Event Optimal Transport COLING 2022 CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities SEMEVAL 2022 Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph ACL 2022 CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities NAACL 2022 CASIA@SMM4H’22: A Uniform Health Information Mining System for Multilingual Social Media Texts COLING 2022 Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING 2022 CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge ACL 2022 A Good Neighbor, A Found Treasure: Mining Treasured Neighbors for Knowledge Graph Entity Typing EMNLP 2022 RelU-Net: Syntax-aware Graph U-Net for Relational Triple Extraction EMNLP 2022 CN-AutoMIC: Distilling Chinese Commonsense Knowledge from Pretrained Language Models EMNLP 2022 CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding EMNLP 2022 Contrastive Vision-Language Pre-training with Limited Resources ECCV 2022 Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism IJCNLP 2021 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet IJCNLP 2021 Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement IJCNLP 2021 Named Entity Recognition via Noise Aware Training Mechanism with Data Filter IJCNLP 2021 Jointly Extracting Explicit and Implicit Relational Triples with Reasoning Pattern Enhanced Binary Pointer Network NAACL 2021 Knowledge Guided Metric Learning for Few-Shot Text Classification NAACL 2021 Document-level Event Extraction via Parallel Prediction Networks ACL 2021 Named Entity Recognition via Noise Aware Training Mechanism with Data Filter ACL 2021 Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification EMNLP 2021 Set Generation Networks for End-to-End Knowledge Base Population EMNLP 2021 CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset EMNLP 2021 Distantly Supervised Relation Extraction in Federated Settings EMNLP 2021 Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks ACL 2021 LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification ACL 2021 A Large-Scale Chinese Multimodal NER Dataset with Speech Clues ACL 2021 Classification, Extraction, and Normalization : CASIA_Unisound Team at the Social Media Mining for Health 2021 Shared Tasks NAACL 2021 CogIE: An Information Extraction Toolkit for Bridging Texts and CogNet ACL 2021 Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents EACL 2021 A Large-Scale Chinese Multimodal NER Dataset with Speech Clues IJCNLP 2021 LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification IJCNLP 2021 Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks IJCNLP 2021 Document-level Event Extraction via Parallel Prediction Networks IJCNLP 2021 CogNet: Bridging Linguistic Knowledge, World Knowledge and Commonsense Knowledge AAAI 2021 What the Role is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering AAAI 2021 Improving Event Causality Identification via Self-Supervised Representation Learning on External Causal Statement ACL 2021 Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism ACL 2021 How Does Context Matter? On the Robustness of Event Detection with Context-Selective Mask Generalization EMNLP 2020 FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction EMNLP 2020 Named Entity Recognition in Multi-level Contexts AACL 2020 Clinical-Coder: Assigning Interpretable ICD-10 Codes to Chinese Clinical Notes ACL 2020 HyperCore: Hyperbolic and Co-graph Representation for Automatic ICD Coding ACL 2020 Event Extraction as Machine Reading Comprehension EMNLP 2020 Incremental Event Detection via Knowledge Consolidation Networks EMNLP 2020 Reconstructing Event Regions for Event Extraction via Graph Attention Networks AACL 2020 Knowledge Enhanced Event Causality Identification with Mention Masking Generalizations IJCAI 2020 KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision COLING 2020 THU_NGN at SemEval-2019 Task 12: Toponym Detection and Disambiguation on Scientific Papers SEMEVAL 2019 Neural Cross-Lingual Event Detection with Minimal Parallel Resources EMNLP 2019 Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network EMNLP 2019 Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection AAAI 2019 Neural Cross-Lingual Event Detection with Minimal Parallel Resources IJCNLP 2019 Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network IJCNLP 2019 Neural Metaphor Detecting with CNN-LSTM Model NAACL 2018 Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism EMNLP 2018 Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP 2018 DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data ACL 2018 Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms ACL 2017 Automatically Labeled Data Generation for Large Scale Event Extraction ACL 2017 Leveraging FrameNet to Improve Automatic Event Detection ACL 2016 Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks ACL 2015 Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks IJCNLP 2015 Distant Supervision for Relation Extraction via Piecewise Convolutional Neural Networks EMNLP 2015 Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives COLING 2014 Mining Opinion Words and Opinion Targets in a Two-Stage Framework ACL 2013