Libo Qin

71 papers · 2018–2026 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🏃 Academic Marathon (7) 🏠 Conference Loyalist (24) 🤝 Dynamic Duo (41) 🔬 Deep Specialist (16) 🧬 Topic Evolution 🏆 Keyword Champion (6) ❓ The Questioner (3) 🗃️ Keyword Collector (322) 📈 Trend Setter 💎 Century Club (68) 🔥 Unstoppable (8) ⚡ Prolific Year (15)

Conferences

ACL (24) EMNLP (17) AAAI (11) COLING (5) IJCAI (5) IJCNLP (4) NIPS (4) NAACL (1)

Top co-authors

Wanxiang Che (43) Qiguang Chen (27) Ting Liu (17) Xiao Xu (12) Yunlong Feng (7) Hao Fei (7) Yangming Li (7) Tianbao Xie (6) Min Li (6) Xiaocheng Feng (6)

Keywords

large language model (21) task-oriented dialogue (11) slot filling (10) spoken language understanding (9) intent detection (9) dialogue system (9) knowledge base (6) chain-of-thought reasoning (6) benchmark evaluation (5) multi-task learning (5) prompt engineering (4) natural language processing (4) pretrained language model (4) knowledge distillation (4) transfer learning (4) sentiment classification (3) cross-lingual transfer (3) benchmark dataset (3) reinforcement learning (3) intent classification (3)

Papers

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026

Let’s Think with Images Efficiently! An Interleaved-Modal Chain-of-Thought Reasoning Framework with Dynamic and Precise Visual Thoughts AAAI 2026

Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks AAAI 2026

Improving Consistency Identification in Task-oriented Dialogue Through Multi-Agent Collaboration IJCAI 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

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

MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios 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

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

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter EMNLP 2025

Semantic-Aware Action Space Compression via LLM-DRL Synergy for Efficient Task-oriented Dialogue Policy Exploration EMNLP 2025

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring NAACL 2025

What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration NIPS 2024

Decoupling Breaks Data Barriers: A Decoupled Pre-training Framework for Multi-intent Spoken Language Understanding IJCAI 2024

AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ACL 2024

Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024

M3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought ACL 2024

A Two-Stage Framework with Self-Supervised Distillation for Cross-Domain Text Classification COLING 2024

Improving Language Model Reasoning with Self-motivated Learning COLING 2024

Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image NIPS 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

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought NIPS 2024

Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information EMNLP 2024

GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization EMNLP 2024

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement EMNLP 2024

Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information EMNLP 2024

Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases AAAI 2023

GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-Distribution Generalization Perspective ACL 2023

MMSD2.0: Towards a Reliable Multi-modal Sarcasm Detection System ACL 2023

OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding ACL 2023

CLIPText: A New Paradigm for Zero-shot Text Classification 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

Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding AAAI 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

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization IJCNLP 2021

Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System EMNLP 2021

GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling ACL 2021

A Survey on Spoken Language Understanding: Recent Advances and New Frontiers IJCAI 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 IJCNLP 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

DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification AAAI 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

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling EMNLP 2020

Span-Based Neural Buffer: Towards Efficient and Effective Utilization of Long-Distance Context for Neural Sequence Models AAAI 2020

Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog 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 EMNLP 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 IJCNLP 2019

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation COLING 2018