Yangqiu Song

Into the Gray Zone: Domain Contexts Can Blur LLM Safety Boundaries ACL 2026 ContextLens: Modeling Imperfect Privacy and Safety Context for Legal Compliance ACL 2026 Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026 arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026 DIXITWORLD: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay ACL 2026 InferenceDynamics: Adaptive LLM Routing through Structured Capability and Knowledge Profiling ACL 2026 XToM: Exploring the Multilingual Theory of Mind for Large Language Models ACL 2026 AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora ACL 2026 AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction ACL 2026 Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks CVPR 2025 TopicAttack: An Indirect Prompt Injection Attack via Topic Transition EMNLP 2025 MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025 Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025 Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss SEMEVAL 2025 Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025 Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction NAACL 2025 EcomScriptBench: A Multi-task Benchmark for E-commerce Script Planning via Step-wise Intention-Driven Product Association ACL 2025 MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset ACL 2025 Enhancing Transformers for Generalizable First-Order Logical Entailment ACL 2025 PrivaCI-Bench: Evaluating Privacy with Contextual Integrity and Legal Compliance ACL 2025 Extending Complex Logical Queries on Uncertain Knowledge Graphs ACL 2025 Can Indirect Prompt Injection Attacks Be Detected and Removed? ACL 2025 Defense Against Prompt Injection Attack by Leveraging Attack Techniques ACL 2025 KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education? ACL 2025 Revisiting Epistemic Markers in Confidence Estimation: Can Markers Accurately Reflect Large Language Models’ Uncertainty? ACL 2025 ConKE: Conceptualization-Augmented Knowledge Editing in Large Language Models for Commonsense Reasoning ACL 2025 ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ACL 2025 Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations ACL 2025 Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss ACL 2025 Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025 From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025 Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization ICML 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025 A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025 DivScene: Towards Open-Vocabulary Object Navigation with Large Vision Language Models in Diverse Scenes EMNLP 2025 Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods EMNLP 2025 On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025 LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025 KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning NAACL 2024 AbsPyramid: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph NAACL 2024 NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding EMNLP 2024 GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024 KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SEMEVAL 2024 ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 2024 Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024 ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities EMNLP 2024 Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024 GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 2024 MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024 ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024 IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024 PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models ACL 2024 AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation ACL 2024 Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation ACL 2024 CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL 2024 Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024 Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs ACL 2024 KnowComp at DialAM-2024: Fine-tuning Pre-trained Language Models for Dialogical Argument Mining with Inference Anchoring Theory ACL 2024 KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogue Argument Mining ACL 2024 Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations EACL 2024 On-the-fly Denoising for Data Augmentation in Natural Language Understanding EACL 2024 Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning NAACL 2024 EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024 PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024 Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors ICLR 2024 DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition ACL 2023 Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting NIPS 2023 Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints NIPS 2023 Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns NIPS 2023 Self-Consistent Narrative Prompts on Abductive Natural Language Inference AACL 2023 COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective ACL 2023 CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning ACL 2023 FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023 Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport ACL 2023 Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence ACL 2023 KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification ACL 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 StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding EMNLP 2023 KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection EMNLP 2023 Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection EMNLP 2023 Multi-step Jailbreaking Privacy Attacks on ChatGPT EMNLP 2023 LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023 CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering EMNLP 2023 QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023 TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining EMNLP 2023 KnowComp Submission for WMT23 Sign Language Translation Task EMNLP 2023 KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023 Logical Message Passing Networks with One-hop Inference on Atomic Formulas ICLR 2023 Self-Consistent Narrative Prompts on Abductive Natural Language Inference IJCNLP 2023 KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SEMEVAL 2023 Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022 Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022 You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022 Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022 An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022 SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller EMNLP 2022 MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation EMNLP 2022 Boosting Graph Structure Learning with Dummy Nodes ICML 2022 PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population 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 Query2Particles: Knowledge Graph Reasoning with Particle Embeddings NAACL 2022 Joint Coreference Resolution and Character Linking for Multiparty Conversation EACL 2021 Variational Weakly Supervised Sentiment Analysis with Posterior Regularization EACL 2021 Probing Toxic Content in Large Pre-Trained Language Models ACL 2021 Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021 Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model IJCNLP 2021 Exploring Discourse Structures for Argument Impact Classification IJCNLP 2021 Probing Toxic Content in Large Pre-Trained Language Models IJCNLP 2021 A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English EMNLP 2021 Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021 Exploring Discourse Structures for Argument Impact Classification ACL 2021 Exophoric Pronoun Resolution in Dialogues with Topic Regularization EMNLP 2021 On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification IJCAI 2020 Analogous Process Structure Induction for Sub-event Sequence Prediction EMNLP 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 Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets EMNLP 2020 TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020 A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification NAACL 2019 Improving Fine-grained Entity Typing with Entity Linking EMNLP 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 SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition ACL 2019 Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks IJCAI 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 Multiplex Word Embeddings for Selectional Preference Acquisition IJCNLP 2019 Improving Fine-grained Entity Typing with Entity Linking IJCNLP 2019 Incorporating Context and External Knowledge for Pronoun Coreference Resolution NAACL 2019 Relation Discovery with Out-of-Relation Knowledge Base as Supervision NAACL 2019 Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision ACL 2019 Knowledge-aware Pronoun Coreference Resolution ACL 2019 Biased Random Walk based Social Regularization for Word Embeddings IJCAI 2018 Make Evasion Harder: An Intelligent Android Malware Detection System IJCAI 2018 Entity Linking within a Social Media Platform: A Case Study on Yelp EMNLP 2018 Time-evolving Text Classification with Deep Neural Networks IJCAI 2018 MetaGAN: An Adversarial Approach to Few-Shot Learning NIPS 2018 Scalable Multiplex Network Embedding IJCAI 2018 Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks IJCAI 2017 Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components EMNLP 2017 NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings SEMEVAL 2017 Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension EMNLP 2017 Socialized Word Embeddings IJCAI 2017 Word Embeddings with Limited Memory ACL 2016 Event Detection and Co-reference with Minimal Supervision EMNLP 2016 Improving Topic Model Stability for Effective Document Exploration IJCAI 2016 Cross-Lingual Dataless Classification for Many Languages IJCAI 2016 Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition IJCAI 2016 Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach IJCAI 2015 Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations IJCAI 2015 Unsupervised Sparse Vector Densification for Short Text Similarity NAACL 2015 Improving a Pipeline Architecture for Shallow Discourse Parsing CONLL 2015