Zhenghao Liu

ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling EACL 2026 CheckRLM: Effective Knowledge–Thought Coherence Checking in Retrieval-Augmented Reasoning ACL 2026 LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases ACL 2026 Long-Chain Reasoning Distillation via Adaptive Prefix Alignment ACL 2026 Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising ACL 2026 Empirical Analysis of Decoding Biases in Masked Diffusion Models ACL 2026 UNIKIE-BENCH: Benchmarking Large Multimodal Models for Key Information Extraction in Visual Documents ACL 2026 Chunks as Arms: Multi-Armed Bandit-Guided Sampling for Long-Context LLM Preference Optimization ACL 2026 LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis AAAI 2026 PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths AAAI 2026 IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026 VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents ICLR 2025 RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework ACL 2025 RankCoT: Refining Knowledge for Retrieval-Augmented Generation through Ranking Chain-of-Thoughts ACL 2025 Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025 BLCU-ICALL at BEA 2025 Shared Task: Multi-Strategy Evaluation of AI Tutors ACL 2025 ExpandR: Teaching Dense Retrievers Beyond Queries with LLM Guidance EMNLP 2025 PersLLM: A Personified Training Approach for Large Language Models EMNLP 2025 KBAlign: Efficient Self Adaptation on Specific Textual Knowledge Bases EMNLP 2025 ReCUT: Balancing Reasoning Length and Accuracy in LLMs via Stepwise Trails and Preference Optimization EMNLP 2025 ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025 DeepNote: Note-Centric Deep Retrieval-Augmented Generation EMNLP 2025 Advancing LLM Reasoning Generalists with Preference Trees ICLR 2025 Node-Time Conditional Prompt Learning in Dynamic Graphs ICLR 2025 RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards ICLR 2025 COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis NAACL 2025 UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024 Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model NAACL 2024 MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization ACL 2024 Fusion-in-T5: Unifying Variant Signals for Simple and Effective Document Ranking with Attention Fusion COLING 2024 MCTS: A Multi-Reference Chinese Text Simplification Dataset COLING 2024 Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs EMNLP 2024 INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024 Cleaner Pretraining Corpus Curation with Neural Web Scraping ACL 2024 MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin ACL 2024 Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023 Universal Vision-Language Dense Retrieval: Learning A Unified Representation Space for Multi-Modal Retrieval ICLR 2023 Leveraging Prefix Transfer for Multi-Intent Text Revision ACL 2023 Dimension Reduction for Efficient Dense Retrieval via Conditional Autoencoder EMNLP 2022 Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision IJCNLP 2021 Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction NAACL 2021 TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling EMNLP 2021 Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision ACL 2021 Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020 Coreferential Reasoning Learning for Language Representation EMNLP 2020 Text Style Transfer via Learning Style Instance Supported Latent Space IJCAI 2020 Fine-grained Fact Verification with Kernel Graph Attention Network ACL 2020 Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs ACL 2020 DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL 2019 Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval ACL 2018