Qian Liu

EvoNarrator: Modeling Scientific Evolution for Feasible Hypothesis Generation ACL 2026 Pub-LawBench: Public-Oriented Benchmarking for LegalAI ACL 2026 DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI ACL 2026 SalDiff-DTM: A Novel Dual-Temporal Modulated Diffusion Model for Omnidirectional Images Scanpath Prediction AAAI 2026 LegalChainReasoner: Grounding Criminal Judicial Opinion Generation via Structured Legal Chains ACL 2026 How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows ICLR 2025 Equal Truth: Rumor Detection with Invariant Group Fairness EMNLP 2025 CLEAR: A Framework Enabling Large Language Models to Discern Confusing Legal Paragraphs EMNLP 2025 David vs. Goliath: Cost-Efficient Financial QA via Cascaded Multi-Agent Reasoning EMNLP 2025 NLP+Code: Code Intelligence in Language Models EMNLP 2025 MADAWSD: Multi-Agent Debate Framework for Adversarial Word Sense Disambiguation EMNLP 2025 Consensus-Guided Incomplete Multi-view Clustering via Cross-view Affinities Learning IJCAI 2025 Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale ICML 2025 Predictive Data Selection: The Data That Predicts Is the Data That Teaches ICML 2025 Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025 Adaptive Merchant-Centric Risk Control via Unbiased Decision-Making and Dynamic Optimization in E-Commerce AAAI 2025 Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework ACL 2025 OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models ACL 2025 Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs ACL 2025 CodeArena: A Collective Evaluation Platform for LLM Code Generation ACL 2025 Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates ICLR 2025 Unnatural Languages Are Not Bugs but Features for LLMs ICML 2025 Bootstrapping Language Models with DPO Implicit Rewards ICLR 2025 When Attention Sink Emerges in Language Models: An Empirical View ICLR 2025 RegMix: Data Mixture as Regression for Language Model Pre-training ICLR 2025 BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions ICLR 2025 Scaling up Masked Diffusion Models on Text ICLR 2025 Divide and Conquer: Legal Concept-guided Criminal Court View Generation EMNLP 2024 Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs NIPS 2024 Mercury: A Code Efficiency Benchmark for Code Large Language Models NIPS 2024 Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses NIPS 2024 Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? NIPS 2024 Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies NIPS 2024 Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024 Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements ACL 2024 Beyond Memorization: The Challenge of Random Memory Access in Language Models ACL 2024 Faithful Logical Reasoning via Symbolic Chain-of-Thought ACL 2024 EmpathyEar: An Open-source Avatar Multimodal Empathetic Chatbot ACL 2024 MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling ACL 2024 DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024 Sailor: Open Language Models for South-East Asia EMNLP 2024 Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024 EvoR: Evolving Retrieval for Code Generation EMNLP 2024 Lemur: Harmonizing Natural Language and Code for Language Agents ICLR 2024 OctoPack: Instruction Tuning Code Large Language Models ICLR 2024 Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast ICML 2024 S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL 2024 COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024 Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ACL 2023 Reasoning Implicit Sentiment with Chain-of-Thought Prompting ACL 2023 Active Retrieval Augmented Generation EMNLP 2023 On Grounded Planning for Embodied Tasks with Language Models AAAI 2023 CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability EMNLP 2023 Generative Table Pre-training Empowers Models for Tabular Prediction EMNLP 2023 Bag of Tricks for Training Data Extraction from Language Models ICML 2023 OpenFE: Automated Feature Generation with Expert-level Performance ICML 2023 PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction ACL 2023 Learning on Large-scale Text-attributed Graphs via Variational Inference ICLR 2023 SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023 Exploring the Secrets Behind the Learning Difficulty of Meaning Representations for Semantic Parsing EMNLP 2022 TAPEX: Table Pre-training via Learning a Neural SQL Executor ICLR 2022 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA EMNLP 2022 LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training EMNLP 2022 Reasoning Like Program Executors EMNLP 2022 Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering IJCAI 2022 ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering ACL 2021 Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL ACL 2021 Keep the Structure: A Latent Shift-Reduce Parser for Semantic Parsing IJCAI 2021 Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing ACL 2021 Chase: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL IJCNLP 2021 ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering IJCNLP 2021 Learning Algebraic Recombination for Compositional Generalization IJCNLP 2021 Awakening Latent Grounding from Pretrained Language Models for Semantic Parsing IJCNLP 2021 Learning Algebraic Recombination for Compositional Generalization ACL 2021 Benchmarking Meaning Representations in Neural Semantic Parsing EMNLP 2020 “What Do You Mean by That?” A Parser-Independent Interactive Approach for Enhancing Text-to-SQL EMNLP 2020 Compositional Generalization by Learning Analytical Expressions NIPS 2020 How Far are We from Effective Context Modeling? An Exploratory Study on Semantic Parsing in Context IJCAI 2020 RECPARSER: A Recursive Semantic Parsing Framework for Text-to-SQL Task IJCAI 2020 Incomplete Utterance Rewriting as Semantic Segmentation EMNLP 2020 You Impress Me: Dialogue Generation via Mutual Persona Perception ACL 2020 Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL EMNLP 2019 A Split-and-Recombine Approach for Follow-up Query Analysis EMNLP 2019 Leveraging Adjective-Noun Phrasing Knowledge for Comparison Relation Prediction in Text-to-SQL IJCNLP 2019 A Split-and-Recombine Approach for Follow-up Query Analysis IJCNLP 2019 FANDA: A Novel Approach to Perform Follow-Up Query Analysis AAAI 2019 Task-oriented Word Embedding for Text Classification COLING 2018 Automated Rule Selection for Aspect Extraction in Opinion Mining IJCAI 2015 Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction IJCAI 2015 A Self-learning Template Approach for Recognizing Named Entities from Web Text IJCNLP 2013