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Jiaqing Liang

42 papers at tracked venues · 26 at CORE A* · active 2024–2026

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Venues

ACL ×18EMNLP ×12AAAI ×5CIKM ×2NAACL ×2ICDE ×1ICLR ×1SIGKDD ×1

Frequent coauthors

Qianyu He
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Nianqi Li
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Ganlin Xu
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Qingyu Ren
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Yiting Ran
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Haokun Zhao
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Wenhao Huang
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Tingyun Li
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Ying He
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Zhucong Li
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Zishang Jiang
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Xinyi Wang
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Papers

  1. ADaPT: Token-Level Decoupling for Efficient Large Reasoning Models
    ACL 2026 ·
    Tingyun Li
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  2. Are Large Language Models Reliable Reviewers? A Benchmark for Error Detection in Financial Documents
    ACL 2026 ·
    Ying He
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  3. ChemAmp: Amplified Chemistry Tools via Composable Agents
    ACL 2026 ·
    Zhucong Li
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  4. ComLQ: Benchmarking Complex Logical Queries in Information Retrieval
    AAAI 2026 ·
    Ganlin Xu
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  5. Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility
    AAAI 2026 ·
    Zishang Jiang
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  6. Don't Tell the Answer, Truly Guide the Reasoning During RL Rollouts
    ACL 2026 ·
    Xinyi Wang
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  7. Immediate Inference: The Missing Foundation in Large Language Model Logical Reasoning
    ACL 2026 ·
    Sihang Jiang
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  8. Instructions are all you need: Self-supervised Reinforcement Learning for Instruction Following
    ACL 2026 ·
    Qingyu Ren
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  9. Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM
    AAAI 2026 ·
    Cui Danxin
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  10. Metaphor Reasoning is Meta-reasoning
    ACL 2026 ·
    Qianyu He
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  11. What Makes an Ideal Quote? Recommending "Unexpected yet Rational" Quotations via Novelty
    ACL 2026 ·
    Powei Chang
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  12. BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
    ACL 2025 ·
    Yiting Ran
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  13. CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory
    ACL 2025 ·
    Haokun Zhao
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  14. CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
    CIKM 2025 ·
    Haokun Zhao
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  15. Character is Destiny: Can Persona-assigned Language Models Make Personal Choices?
    EMNLP 2025 ·
    Rui Xu
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  16. Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs
    EMNLP 2025 ·
    Yizhou Ying
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  17. Dialect-SQL: An Adaptive Framework for Bridging the Dialect Gap in Text-to-SQL
    EMNLP 2025 ·
    Jie Shi
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  18. From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs?
    EMNLP 2025 ·
    Geng Zhang
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  19. GORACS: Group-level Optimal Transport-guided Coreset Selection for LLM-based Recommender Systems
    SIGKDD 2025 ·
    Tiehua Mei
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  20. Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
    NAACL 2025 ·
    Sirui Xia
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  21. Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries
    ACL 2025 ·
    Ganlin Xu
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  22. MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
    EMNLP 2025 ·
    Nianqi Li
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  23. Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
    EMNLP 2025 ·
    Qianxi He
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  24. Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
    ACL 2025 ·
    Jie Zeng
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  25. Past Meets Present: Creating Historical Analogy with Large Language Models
    ACL 2025 ·
    Nianqi Li
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  26. Skeletons Matter: Dynamic Data Augmentation for Text-to-Query
    EMNLP 2025 ·
    Yuchen Ji
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  27. Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
    ACL 2025 ·
    Qingyu Ren
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  28. Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
    ICLR 2025 ·
    Chengyu Du
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  29. ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
    ACL 2024 ·
    Siyu Yuan
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  30. AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
    EMNLP 2024 ·
    Wenhao Huang
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  31. CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models
    ACL 2024 ·
    Nianqi Li
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  32. Can Large Language Models Understand Real-World Complex Instructions?
    AAAI 2024 ·
    Qianyu He
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  33. Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
    EMNLP 2024 ·
    Yiting Ran
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  34. Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
    ACL 2024 ·
    Yuyan Chen
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  35. Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
    ICDE 2024 ·
    Yuncheng Huang
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  36. From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
    EMNLP 2024 ·
    Qianyu He
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  37. Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases
    EMNLP 2024 ·
    Wenhao Huang
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  38. Light Up the Shadows: Enhance Long-Tailed Entity Grounding with Concept-Guided Vision-Language Models
    ACL 2024 ·
    Yikai Zhang
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  39. Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
    NAACL 2024 ·
    Yanda Li
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  40. SEGMENT+: Long Text Processing with Short-Context Language Models
    EMNLP 2024 ·
    Wei Shi
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  41. Small Language Model Can Self-Correct
    AAAI 2024 ·
    Haixia Han
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  42. Source Prompt: Coordinated Pre-training of Language Models on Diverse Corpora from Multiple Sources
    CIKM 2024 ·
    Yipei Xu
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