Jiaqing Liang

ComLQ: Benchmarking Complex Logical Queries in Information Retrieval AAAI 2026 Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility AAAI 2026 Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning ACL 2026 Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following ACL 2026 Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026 Metaphor Reasoning is Meta-reasoning ACL 2026 What Makes an Ideal Quote? Recommending “Unexpected yet Rational” Quotations via Novelty ACL 2026 BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025 CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory ACL 2025 Character is Destiny: Can Persona-assigned Language Models Make Personal Choices? 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 From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs? EMNLP 2025 Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema COLING 2025 Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation NAACL 2025 Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries ACL 2025 MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration EMNLP 2025 Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation EMNLP 2025 Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following ACL 2025 Past Meets Present: Creating Historical Analogy with Large Language Models ACL 2025 Skeletons Matter: Dynamic Data Augmentation for Text-to-Query EMNLP 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 Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models ICLR 2025 ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base ACL 2024 AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation EMNLP 2024 Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024 Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data EMNLP 2024 CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ACL 2024 Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL 2024 From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models EMNLP 2024 Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024 Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024 Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models ACL 2024 Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024 SEGMENT+: Long Text Processing with Short-Context Language Models EMNLP 2024 Small Language Model Can Self-Correct AAAI 2024 ToNER: Type-oriented Named Entity Recognition with Generative Language Model COLING 2024 Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023 Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023 End-to-End Entity Linking with Hierarchical Reinforcement Learning AAAI 2023 GANTEE: Generative Adversarial Network for Taxonomy Enterance Evaluation AAAI 2023 HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation ACL 2023 MAPS-KB: A Million-Scale Probabilistic Simile Knowledge Base AAAI 2023 Generative Entity Typing with Curriculum Learning EMNLP 2022 Language Models as Knowledge Embeddings IJCAI 2022 HacRED: A Large-Scale Relation Extraction Dataset Toward Hard Cases in Practical Applications ACL 2021 Learning Term Embeddings for Lexical Taxonomies AAAI 2021 Revisiting the Negative Data of Distantly Supervised Relation Extraction ACL 2021 Relation Extraction Using Supervision from Topic Knowledge of Relation Labels IJCAI 2019 How to Keep a Knowledge Base Synchronized with Its Encyclopedia Source IJCAI 2017