Yaojie Lu

Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026 PaperRegister: Boosting Flexible-grained Paper Search via Hierarchical Register Indexing ACL 2026 ScaleBox: Enabling High-Fidelity and Scalable Code Verification for Large Language Models ACL 2026 Expanding the Boundaries of Vision Prior Knowledge in Multi-modal Large Language Models EACL 2026 All Languages Matter: Understanding and Mitigating Language Bias in Multilingual RAG ACL 2026 AI-Salesman: Towards Reliable Large Language Model Driven Telemarketing AAAI 2026 The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model ICLR 2025 Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering COLING 2025 Improved Sparse Upcycling for Instruction Tuning COLING 2025 RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing EMNLP 2025 PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides EMNLP 2025 ConsistentChat: Building Skeleton-Guided Consistent Multi-Turn Dialogues for Large Language Models from Scratch EMNLP 2025 Teach Small Models to Reason by Curriculum Distillation EMNLP 2025 StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization ICLR 2025 DOMAINEVAL: An Auto-Constructed Benchmark for Multi-Domain Code Generation AAAI 2025 DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking ACL 2025 Sparse Latents Steer Retrieval-Augmented Generation ACL 2025 Cheems: A Practical Guidance for Building and Evaluating Chinese Reward Models from Scratch ACL 2025 CRUXEVAL-X: A Benchmark for Multilingual Code Reasoning, Understanding and Execution ACL 2025 From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ACL 2025 Memorizing is Not Enough: Deep Knowledge Injection Through Reasoning ACL 2025 AutoAlign: Get Your LLM Aligned with Minimal Annotations ACL 2025 Critic-CoT: Boosting the Reasoning Abilities of Large Language Model via Chain-of-Thought Critic ACL 2025 On-Policy Self-Alignment with Fine-grained Knowledge Feedback for Hallucination Mitigation ACL 2025 The Linguistic Connectivities Within Large Language Models ACL 2025 ShortGPT: Layers in Large Language Models are More Redundant Than You Expect ACL 2025 Self-Steering Optimization: Autonomous Preference Optimization for Large Language Models ACL 2025 READoc: A Unified Benchmark for Realistic Document Structured Extraction ACL 2025 ShortV: Efficient Multimodal Large Language Models by Freezing Visual Tokens in Ineffective Layers ICCV 2025 Transferable Post-training via Inverse Value Learning NAACL 2025 The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models ICML 2025 Rethinking Reward Model Evaluation: Are We Barking up the Wrong Tree? ICLR 2025 ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models COLING 2024 Base of RoPE Bounds Context Length NIPS 2024 Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting AAAI 2024 Rule or Story, Which is a Better Commonsense Expression for Talking with Large Language Models? ACL 2024 Open Grounded Planning: Challenges and Benchmark Construction ACL 2024 XMC-Agent : Dynamic Navigation over Scalable Hierarchical Index for Incremental Extreme Multi-label Classification ACL 2024 REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ACL 2024 Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning COLING 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NIPS 2024 Executing Natural Language-Described Algorithms with Large Language Models: An Investigation COLING 2024 Few-shot Named Entity Recognition via Superposition Concept Discrimination COLING 2024 Meta-Cognitive Analysis: Evaluating Declarative and Procedural Knowledge in Datasets and Large Language Models COLING 2024 Seg2Act: Global Context-aware Action Generation for Document Logical Structuring EMNLP 2024 Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering EMNLP 2024 Learning In-context Learning for Named Entity Recognition ACL 2023 Universal Information Extraction as Unified Semantic Matching AAAI 2023 Procedural Text Understanding via Scene-Wise Evolution AAAI 2022 Unified Structure Generation for Universal Information Extraction ACL 2022 ISCAS at SemEval-2022 Task 10: An Extraction-Validation Pipeline for Structured Sentiment Analysis NAACL 2022 ISCAS at SemEval-2022 Task 10: An Extraction-Validation Pipeline for Structured Sentiment Analysis SEMEVAL 2022 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction ACL 2021 Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction ACL 2021 From Discourse to Narrative: Knowledge Projection for Event Relation Extraction IJCNLP 2021 Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction IJCNLP 2021 ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling COLING 2020 ISCAS at SemEval-2020 Task 5: Pre-trained Transformers for Counterfactual Statement Modeling SEMEVAL 2020 A Rigorous Study on Named Entity Recognition: Can Fine-tuning Pretrained Model Lead to the Promised Land? EMNLP 2020 Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020 Cost-sensitive Regularization for Label Confusion-aware Event Detection ACL 2019 Iterative Dual Domain Adaptation for Neural Machine Translation IJCNLP 2019 Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition IJCNLP 2019 Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition EMNLP 2019 Sequence-to-Nuggets: Nested Entity Mention Detection via Anchor-Region Networks ACL 2019 Distilling Discrimination and Generalization Knowledge for Event Detection via Delta-Representation Learning ACL 2019 Iterative Dual Domain Adaptation for Neural Machine Translation EMNLP 2019 Adaptive Scaling for Sparse Detection in Information Extraction ACL 2018 Nugget Proposal Networks for Chinese Event Detection ACL 2018 Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition EMNLP 2015