Libo Qin

Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play ACL 2026 OMIBench: Benchmarking Olympiad-Level Multi-Image Reasoning in Large Vision-Language Models ACL 2026 Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026 Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks AAAI 2026 Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework ACL 2026 Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering ACL 2026 Let’s Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts AAAI 2026 MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios ACL 2025 An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals ACL 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 LESA: Learnable LLM Layer Scaling-Up ACL 2025 CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts ACL 2025 What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices ACL 2025 CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025 Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction ACL 2025 X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System ACL 2025 HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation ACL 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration EMNLP 2025 Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025 Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025 DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective EMNLP 2025 CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025 Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection AAAI 2025 EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction AAAI 2025 Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring NAACL 2025 Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 2025 Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024 AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024 Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024 Improving Language Model Reasoning with Self-motivated Learning COLING 2024 Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts EMNLP 2024 Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024 GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024 Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024 A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024 Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 2024 Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024 What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration NIPS 2024 Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024 M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024 Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024 CLIPText: A New Paradigm for Zero-shot Text Classification ACL 2023 Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases AAAI 2023 OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023 MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023 GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023 Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023 End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions EMNLP 2023 HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding EMNLP 2022 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model NIPS 2022 GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022 Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 2022 Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System EMNLP 2021 A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 2021 GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling IJCNLP 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021 Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization ACL 2021 GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling ACL 2021 Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2021 N-LTP: An Open-source Neural Language Technology Platform for Chinese EMNLP 2021 Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog ACL 2020 Dialogue State Induction Using Neural Latent Variable Models IJCAI 2020 CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP IJCAI 2020 DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 2020 Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020 AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020 Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020 A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding EMNLP 2019 Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever IJCNLP 2019 A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding IJCNLP 2019 Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever EMNLP 2019 Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018