← Authors

Yanghua Xiao

112 papers · 2015–2026 · 10 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (10) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (13) 🐝 Cross-Pollinator (5) πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (10) πŸ—ΊοΈ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🏠 Conference Loyalist (24) πŸ† Grand Slam 🀝 Dynamic Duo (45) πŸ”¬ Deep Specialist (27) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸš€ Conference Pioneer ⚑ Prolific Year (30) ❓ The Questioner (8) πŸ—ƒοΈ Keyword Collector (446) πŸ’Ž Century Club (108) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (7)

Conferences

ACL (34) EMNLP (24) AAAI (21) COLING (10) IJCAI (8) NAACL (5) IJCNLP (4) ICLR (2) ICML (2) NIPS (2)

Top co-authors

Jiaqing Liang (47) Jiangjie Chen (24) Deqing Yang (22) Zhixu Li (18) Siyu Yuan (17) Qianyu He (15) Jingping Liu (13) Wei Wang (12) Xintao Wang (11) Sihang Jiang (10)

Research topics

Generation (1) Science (1) Education (1)

Keywords

large language model (37) language model (12) knowledge graph (12) relation extraction (8) benchmark evaluation (7) multimodal learning (6) information extraction (6) knowledge base (5) text generation (5) question answering (5) instruction following (4) prompt engineering (4) language agent (4) curriculum learning (4) knowledge distillation (4) continual learning (3) attention mechanism (3) reinforcement learning (3) data augmentation (3) logical reasoning (3)

Papers

Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility AAAI 2026
Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026
Adaptive Hallucination Alleviation in Multimodal Large Language Models: From Strategic Data Selection to Severity-Guided Training AAAI 2026
MMIFEvol: Towards Evolutionary Multimodal Instruction Following AAAI 2026
Attributive Reasoning for Hallucination Diagnosis of Large Language Models AAAI 2025
StrucText-Eval: Evaluating Large Language Model’s Reasoning Ability in Structure-Rich Text ACL 2025
GAPO: Learning Preferential Prompt through Generative Adversarial Policy Optimization ACL 2025
Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025
DEEPER Insight into Your User: Directed Persona Refinement for Dynamic Persona Modeling ACL 2025
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025
CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory ACL 2025
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following ACL 2025
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models ACL 2025
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration EMNLP 2025
Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? EMNLP 2025
Curse of Knowledge: Your Guidance and Provided Knowledge are biasing LLM Judges in Complex Evaluation EMNLP 2025
From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs? EMNLP 2025
MCiteBench: A Multimodal Benchmark for Generating Text with Citations EMNLP 2025
Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation EMNLP 2025
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025
Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL EMNLP 2025
Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 2025
OVEL: Online Video Entity Linking COLING 2025
Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025
Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema COLING 2025
Enhancing Multimodal Named Entity Recognition through Adaptive Mixup Image Augmentation COLING 2025
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals NAACL 2025
Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models ICLR 2025
CoSER: Coordinating LLM-Based Persona Simulation of Established Roles ICML 2025
Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective ICLR 2025
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation NAACL 2025
Revealing the Barriers of Language Agents in Planning NAACL 2025
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024
Iterative Methods via Locally Evolving Set Process NIPS 2024
Talk Funny! A Large-Scale Humor Response Dataset with Chain-of-Humor Interpretation AAAI 2024
Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation AAAI 2024
Small Language Model Can Self-Correct AAAI 2024
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024
Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024
Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ACL 2024
InCharacter: Evaluating Personality Fidelity in Role-Playing Agents through Psychological Interviews ACL 2024
Dr.Academy: A Benchmark for Evaluating Questioning Capability in Education for Large Language Models ACL 2024
TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024
GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick ACL 2024
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models ACL 2024
HOTVCOM: Generating Buzzworthy Comments for Videos ACL 2024
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024
GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization ACL 2024
Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024
Faster Local Solvers for Graph Diffusion Equations NIPS 2024
Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024
Negation Triplet Extraction with Syntactic Dependency and Semantic Consistency COLING 2024
AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models EMNLP 2024
SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024
DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? EMNLP 2024
CONSTRUCTURE: Benchmarking CONcept STRUCTUre REasoning for Multimodal Large Language Models EMNLP 2024
Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024
From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data EMNLP 2024
TravelPlanner: A Benchmark for Real-World Planning with Language Agents ICML 2024
Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024
MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base AAAI 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge ACL 2023
GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation AAAI 2023
End-to-End Entity Linking with Hierarchical Reinforcement Learning AAAI 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning ACL 2023
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation ACL 2023
Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization EMNLP 2023
FashionKLIP: Enhancing E-Commerce Image-Text Retrieval with Fashion Multi-Modal Conceptual Knowledge Graph ACL 2023
Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction AAAI 2023
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing AAAI 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023
WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types ACL 2022
Human-in-the-loop Robotic Grasping Using BERT Scene Representation COLING 2022
Improving Continual Relation Extraction through Prototypical Contrastive Learning COLING 2022
Different Data, Different Modalities! Reinforced Data Splitting for Effective Multimodal Information Extraction from Social Media Posts COLING 2022
Language Models as Knowledge Embeddings IJCAI 2022
Generative Entity Typing with Curriculum Learning EMNLP 2022
Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022
Parsing Natural Language into Propositional and First-Order Logic with Dual Reinforcement Learning COLING 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning ACL 2022
Can Pre-trained Language Models Interpret Similes as Smart as Human? ACL 2022
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification AAAI 2022
Unsupervised Editing for Counterfactual Stories AAAI 2022
ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022
HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications ACL 2021
HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications IJCNLP 2021
Learning Term Embeddings for Lexical Taxonomies AAAI 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction ACL 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction ACL 2021
Refining Sample Embeddings with Relation Prototypes to Enhance Continual Relation Extraction IJCNLP 2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction IJCNLP 2021
Knowledge-guided Open Attribute Value Extraction with Reinforcement Learning EMNLP 2020
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment IJCNLP 2019
Relation Extraction Using Supervision from Topic Knowledge of Relation Labels IJCAI 2019
Modeling Multi-mapping Relations for Precise Cross-lingual Entity Alignment EMNLP 2019
Deep Short Text Classification with Knowledge Powered Attention AAAI 2019
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation ACL 2019
Non-Compensatory Psychological Models for Recommender Systems AAAI 2019
Convolutional Gaussian Embeddings for Personalized Recommendation with Uncertainty IJCAI 2019
How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source IJCAI 2017
Entity Suggestion with Conceptual Expanation IJCAI 2017
KBQA: An Online Template Based Question Answering System over Freebase IJCAI 2016
Learning Defining Features for Categories IJCAI 2016
Syntactic Parsing of Web Queries EMNLP 2016
On Conceptual Labeling of a Bag of Words IJCAI 2015