Yangqiu Song

148 papers · 2015–2026 · 15 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (15) 🧭 Keyword Pioneer 🏃 Academic Marathon (10) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (22) 🐝 Cross-Pollinator (14) 🏠 Conference Loyalist (48) 🌟 Keyword Trendsetter Combo (4) 🤝 Dynamic Duo (35) 🧬 Topic Evolution 🏆 Keyword Champion (2) 🏆 Grand Slam 👥 Mega-Team (20) 🔬 Deep Specialist (26) 🔥 Unstoppable (11) 📈 Trend Setter ⚡ Prolific Year (6) ❓ The Questioner (5) 💎 Century Club (147) 🗃️ Keyword Collector (55)

Conferences

EMNLP (48) ACL (38) IJCAI (14) NAACL (13) EACL (8) IJCNLP (8) NIPS (4) SEMEVAL (4) AAAI (2) COLING (2) ICLR (2) ICML (2) AACL (1) CONLL (1) CVPR (1)

Top co-authors

Hongming Zhang (35) Weiqi Wang (35) Xin Liu (33) Tianqing Fang (29) Jiaxin Bai (19) Haoran Li (17) Zhaowei Wang (15) Chunkit Chan (14) Baixuan Xu (14) Haochen Shi (13)

Research topics

Keywords

large language model (39) knowledge graph (14) commonsense reasoning (13) zero-shot learning (13) language model (13) question answering (12) text classification (10) graph neural network (7) word embedding (7) knowledge base (5) commonsense knowledge (5) pre-trained language model (5) entity linking (5) contextual integrity (5) multimodal learning (5) few-shot learning (5) natural language inference (5) knowledge distillation (5) prompt injection (5) neural network (5)

Papers

Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026

Ustnlp16 at SemEval-2025 Task 9: Improving Model Performance through Imbalance Handling and Focal Loss SEMEVAL 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

A Survey of RAG-Reasoning Systems in Large Language Models EMNLP 2025

TopicAttack: An Indirect Prompt Injection Attack via Topic Transition EMNLP 2025

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

Chain of Attack: On the Robustness of Vision-Language Models Against Transfer-Based Adversarial Attacks CVPR 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

Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction NAACL 2025

Privacy Checklist: Privacy Violation Detection Grounding on Contextual Integrity Theory NAACL 2025

MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol EMNLP 2025

Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization ICML 2025

Context Reasoner: Incentivizing Reasoning Capability for Contextualized Privacy and Safety Compliance via Reinforcement Learning EMNLP 2025

LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning EMNLP 2025

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery EMNLP 2025

InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key? ACL 2024

GProofT: A Multi-dimension Multi-round Fact Checking Framework Based on Claim Fact Extraction EMNLP 2024

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

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce EMNLP 2024

Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering EMNLP 2024

ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities EMNLP 2024

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024

ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding EMNLP 2024

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory EMNLP 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

Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors ICLR 2024

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning SEMEVAL 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

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

EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs COLING 2024

PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs NAACL 2024

KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning NAACL 2024

ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases EACL 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

CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning 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

DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition 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

You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022

Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022

Query2Particles: Knowledge Graph Reasoning with Particle Embeddings NAACL 2022

Multilingual Word Sense Disambiguation with Unified Sense Representation COLING 2022

Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022

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

Boosting Graph Structure Learning with Dummy Nodes ICML 2022

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

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

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

An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks EMNLP 2022

Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022

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

Joint Coreference Resolution and Character Linking for Multiparty Conversation EACL 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

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

Exophoric Pronoun Resolution in Dialogues with Topic Regularization EMNLP 2021

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model ACL 2021

Exploring Discourse Structures for Argument Impact Classification IJCNLP 2021

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model IJCNLP 2021

Exploring Discourse Structures for Argument Impact Classification ACL 2021

Probing Toxic Content in Large Pre-Trained Language Models ACL 2021

Variational Weakly Supervised Sentiment Analysis with Posterior Regularization EACL 2021

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

TransOMCS: From Linguistic Graphs to Commonsense Knowledge IJCAI 2020

On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification IJCAI 2020

Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets EMNLP 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

Knowledge-aware Pronoun Coreference Resolution ACL 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

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification NAACL 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

Time-evolving Text Classification with Deep Neural Networks IJCAI 2018

MetaGAN: An Adversarial Approach to Few-Shot Learning NIPS 2018

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

Scalable Multiplex Network Embedding IJCAI 2018

Socialized Word Embeddings IJCAI 2017

Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension EMNLP 2017

NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings SEMEVAL 2017

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

Event Detection and Co-reference with Minimal Supervision EMNLP 2016

Word Embeddings with Limited Memory ACL 2016

Cross-Lingual Dataless Classification for Many Languages IJCAI 2016

Improving Topic Model Stability for Effective Document Exploration IJCAI 2016

Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition IJCAI 2016

Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations IJCAI 2015

Improving a Pipeline Architecture for Shallow Discourse Parsing CONLL 2015

Unsupervised Sparse Vector Densification for Short Text Similarity NAACL 2015

Open Domain Short Text Conceptualization: A Generative + Descriptive Modeling Approach IJCAI 2015