Baotian Hu

Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering ACL 2026 Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning ACL 2026 Hierarchical Acoustic-Semantic Modeling: Modality Separation and Semantic Coherence for Full-Duplex SLMs ACL 2026 Improving Value-based Process Verifier via Low-Cost Variance Reduction AAAI 2026 Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026 Structured Episodic Event Memory ACL 2026 ToolOmni: Enabling Open-World Tool Use via Agentic learning with Proactive Retrieval and Grounded Execution ACL 2026 UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity Mixture-of-Experts ACL 2026 A Unified Agentic Framework for Evaluating Conditional Image Generation ACL 2025 CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models AAAI 2025 ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development ACL 2025 FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG NAACL 2025 MeKB-Sim: Personal Knowledge Base-Powered Multi-Agent Simulation NAACL 2025 VideoVista-CulturalLingo: 360° Horizons-Bridging Cultures, Languages, and Domains in Video Comprehension ACL 2025 A Multimodal In-Context Tuning Approach for E-Commerce Product Description Generation COLING 2024 Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024 Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024 Generative Multimodal Entity Linking COLING 2024 Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024 In-Context Learning State Vector with Inner and Momentum Optimization NeurIPS 2024 Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion EMNLP 2024 MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills EMNLP 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NeurIPS 2024 Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation AAAI 2024 Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024 Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024 TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution EMNLP 2024 VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues ACL 2023 A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text ACL 2023 A Read-and-Select Framework for Zero-shot Entity Linking EMNLP 2023 ExplainCPE: A Free-text Explanation Benchmark of Chinese Pharmacist Examination EMNLP 2023 Improving Biomedical Entity Linking with Cross-Entity Interaction AAAI 2023 PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023 Revisiting Sparse Retrieval for Few-shot Entity Linking EMNLP 2023 Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023 An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks EMNLP 2022 Calibration Meets Explanation: A Simple and Effective Approach for Model Confidence Estimates EMNLP 2022 Enhancing Entity Representations with Prompt Learning for Biomedical Entity Linking IJCAI 2022 Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022 Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction AAAI 2022 Multi-hop Graph Convolutional Network with High-order Chebyshev Approximation for Text Reasoning ACL 2021 MedWriter: Knowledge-Aware Medical Text Generation COLING 2020 Towards Medical Machine Reading Comprehension with Structural Knowledge and Plain Text EMNLP 2020 Trigger Word Detection and Thematic Role Identification via BERT and Multitask Learning EMNLP 2019 Sentence Simplification with Memory-Augmented Neural Networks NAACL 2018 Answer Sequence Learning with Neural Networks for Answer Selection in Community Question Answering ACL 2015 Context-Dependent Translation Selection Using Convolutional Neural Network ACL 2015 ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge SemEval 2015 LCSTS: A Large Scale Chinese Short Text Summarization Dataset EMNLP 2015 Convolutional Neural Network Architectures for Matching Natural Language Sentences NeurIPS 2014