Xin Zhao

Analyzing and Mitigating Object Hallucination: A Training Bias Perspective AAAI 2026 BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation AAAI 2026 Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ACL 2026 Beyond the Last Frame: Process-aware Evaluation for Generative Video Reasoning ACL 2026 Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models ACL 2026 Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis AAAI 2026 RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library EACL 2026 Reasoning with Exploration: An Entropy Perspective AAAI 2026 Reinforced Informativeness Optimization for Long-Form Retrieval-Augmented Generation ACL 2026 Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards ACL 2026 Towards Effective Code-Integrated Reasoning AAAI 2026 C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation ICML 2025 Exploring the Design Space of Visual Context Representation in Video MLLMs ICLR 2025 Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning ICLR 2025 Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment ICLR 2025 Neuron based Personality Trait Induction in Large Language Models ICLR 2025 Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment ICLR 2024 Diffusion-NAT: Self-Prompting Discrete Diffusion for Non-Autoregressive Text Generation EACL 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models ACL 2024 Not All Metrics Are Guilty: Improving NLG Evaluation by Diversifying References NAACL 2024 Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024 The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models ACL 2024 Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL 2024 Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training ICML 2024 A Thorough Examination on Zero-shot Dense Retrieval EMNLP 2023 ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023 Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing EMNLP 2023 Evaluating Object Hallucination in Large Vision-Language Models EMNLP 2023 Evaluating and Improving Tool-Augmented Computation-Intensive Math Reasoning NeurIPS 2023 HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models EMNLP 2023 Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023 REASONER: An Explainable Recommendation Dataset with Comprehensive Labeling Ground Truths NeurIPS 2023 ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP 2023 Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models EMNLP 2023 StructGPT: A General Framework for Large Language Model to Reason over Structured Data EMNLP 2023 UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph ICLR 2023 A speech enhancement method for long-range speech acquisition task Interspeech 2022 Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network ACL 2022 Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022 ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models NAACL 2022 Great~Truths~are ~Always ~Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models NAACL 2022 Learning to Transfer Prompts for Text Generation NAACL 2022 Group based Self Training for E-Commerce Product Record Linkage COLING 2014 A Novel Burst-based Text Representation Model for Scalable Event Detection ACL 2012 Identifying Event-related Bursts via Social Media Activities EMNLP 2012 Jointly Modeling Aspects and Opinions with a MaxEnt-LDA Hybrid EMNLP 2010