Libo Qin

According to our database, Libo Qin authored at least 105 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MPFToD: a modularized pre-training framework for consistency identification in task-oriented dialogue.

Libo Qin, Shijue Huang, Qiguang Chen, Qian Liu, Wanxiang Che, Ruifeng Xu

Frontiers Comput. Sci., October, 2025

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Extreme Reasoning Efficiency in Large Language Models.

Qiguang Chen, Dengyun Peng, Jinhao Liu, HuiKang Su, Jiannan Guan, Libo Qin, Wanxiang Che

CoRR, August, 2025

Temporal Self-Rewarding Language Models: Decoupling Chosen-Rejected via Past-Future.

Yidong Wang, Xin Wang, Cunxiang Wang, Junfeng Fang, Qiufeng Wang, Jianing Chu, Xuran Meng, Shuxun Yang, Libo Qin, Yue Zhang, Wei Ye, Shikun Zhang

CoRR, August, 2025

MPCC: A Novel Benchmark for Multimodal Planning with Complex Constraints in Multimodal Large Language Models.

Yiyan Ji, Haoran Chen, Qiguang Chen, Chengyue Wu, Libo Qin, Wanxiang Che

CoRR, July, 2025

ViTCoT: Video-Text Interleaved Chain-of-Thought for Boosting Video Understanding in Large Language Models.

Yongheng Zhang, Xu Liu, Ruihan Tao, Qiguang Chen, Hao Fei, Wanxiang Che, Libo Qin

CoRR, July, 2025

AI4Research: A Survey of Artificial Intelligence for Scientific Research.

Qiguang Chen, Ming-Hsuan Yang, Libo Qin, Jinhao Liu, Zheng Yan, Jiannan Guan, Dengyun Peng, Yiyan Ji, Hanjing Li, Mengkang Hu, Yimeng Zhang, Yihao Liang, Yu Zhou, Jiaqi Wang, Zhi Chen, Wanxiang Che

CoRR, July, 2025

CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models.

Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Libo Qin, Ruihan Chen, Baohang Li, Kui Jiang, Yaowei Wang, Ting Liu, Bing Qin

CoRR, June, 2025

Manager: Aggregating Insights from Unimodal Experts in Two-Tower VLMs and MLLMs.

Xiao Xu, Libo Qin, Wanxiang Che, Min-Yen Kan

CoRR, June, 2025

Noise-Robustness Through Noise: Asymmetric LoRA Adaption with Poisoning Expert.

Zhaokun Wang, Jinyu Guo, Jingwen Pu, Lingfeng Chen, Hongli Pu, Jie Ou, Libo Qin, Wenhong Tian

CoRR, May, 2025

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought.

Zihui Cheng, Qiguang Chen, Xiao Xu, Jiaqi Wang, Weiyun Wang, Hao Fei, Yidong Wang, Alex Jinpeng Wang, Zhi Chen, Wanxiang Che, Libo Qin

CoRR, May, 2025

RBF++: Quantifying and Optimizing Reasoning Boundaries across Measurable and Unmeasurable Capabilities for Chain-of-Thought Reasoning.

Qiguang Chen, Libo Qin, Jinhao Liu, Yue Liao, Jiaqi Wang, Jingxuan Zhou, Wanxiang Che

CoRR, May, 2025

Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning.

Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Lei Pan, Shuai Fan, Lu Chen, Kai Yu

CoRR, March, 2025

DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective.

Dengyun Peng, Yuhang Zhou, Qiguang Chen, Jinhao Liu, Jingjing Chen, Libo Qin

CoRR, March, 2025

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

Qiguang Chen, Libo Qin, Jinhao Liu, Dengyun Peng, Jiannan Guan, Peng Wang, Mengkang Hu, Yuhang Zhou, Te Gao, Wanxiang Che

CoRR, March, 2025

Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter.

Weixiang Zhao, Xingyu Sui, Xinyang Han, Yang Deng, Yulin Hu, Jiahe Guo, Libo Qin, Qianyun Du, Shijin Wang, Yanyan Zhao, Bing Qin, Ting Liu

CoRR, March, 2025

TextAtlas5M: A Large-scale Dataset for Dense Text Image Generation.

Alex Jinpeng Wang, Dongxing Mao, Jiawei Zhang, Weiming Han, Zhuobai Dong, Linjie Li, Yiqi Lin, Zhengyuan Yang, Libo Qin, Fuwei Zhang, Lijuan Wang, Min Li

CoRR, February, 2025

ECM: A Unified Electronic Circuit Model for Explaining the Emergence of In-Context Learning and Chain-of-Thought in Large Language Model.

Qiguang Chen, Libo Qin, Jinhao Liu, Dengyun Peng, Jiaqi Wang, Mengkang Hu, Zhi Chen, Wanxiang Che, Ting Liu

CoRR, February, 2025

A survey of multilingual large language models.

Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu

Patterns, 2025

Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends.

Peng Wang, Wenpeng Lu, Chunlin Lu, Ruoxi Zhou, Min Li, Libo Qin

Big Data Min. Anal., 2025

Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring.

Honglin Mu, Han He, Yuxin Zhou, Yunlong Feng, Yang Xu, Libo Qin, Xiaoming Shi, Zeming Liu, Xudong Han, Qi Shi, Qingfu Zhu, Wanxiang Che

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language Understanding.

Libo Qin, Fuxuan Wei, Qiguang Chen, Jingxuan Zhou, Shijue Huang, Jiasheng Si, Wenpeng Lu, Wanxiang Che

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits.

Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che

Proceedings of the 31st International Conference on Computational Linguistics, 2025

An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite Individuals.

Yangyang Zhao, Ben Niu, Libo Qin, Shihan Wang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention.

Zekai Ye, Qiming Li, Xiaocheng Feng, Libo Qin, Yichong Huang, Baohang Li, Kui Jiang, Yang Xiang, Zhirui Zhang, Yunfei Lu, Duyu Tang, Dandan Tu, Bing Qin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning.

Yangfan Ye, Xiaocheng Feng, Zekun Yuan, Xiachong Feng, Libo Qin, Lei Huang, Weitao Ma, Yichong Huang, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

LESA: Learnable LLM Layer Scaling-Up.

Yifei Yang, Zouying Cao, Xinbei Ma, Yao Yao, Zhi Chen, Libo Qin, Hai Zhao

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CSTree-SRI: Introspection-Driven Cognitive Semantic Tree for Multi-Turn Question Answering over Extra-Long Contexts.

Zhaowen Wang, Xiang Wei, Kangshao Du, Yiting Zhang, Libo Qin, Yingjie Xia, Li Kuang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System.

Peng Wang, Ruihan Tao, Qiguang Chen, Mengkang Hu, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps.

Jie Ou, Jinyu Guo, Shuaihong Jiang, Zhaokun Wang, Libo Qin, Shunyu Yao, Wenhong Tian

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios.

Jinyang Huang, Xiachong Feng, Qiguang Chen, Hanjie Zhao, Zihui Cheng, Jiesong Bai, Jingxuan Zhou, Min Li, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2025

HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation.

Jinyu Guo, Xunlei Chen, Qiyang Xia, Zhaokun Wang, Jie Ou, Libo Qin, Shunyu Yao, Wenhong Tian

Proceedings of the Findings of the Association for Computational Linguistics, 2025

What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices.

Zhi Chen, Qiguang Chen, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Hang Yan, Kai Chen, Dahua Lin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models.

Yongheng Zhang, Xu Liu, Ruoxi Zhou, Qiguang Chen, Hao Fei, Wenpeng Lu, Libo Qin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction.

Jingheng Ye, Shang Qin, Yinghui Li, Xuxin Cheng, Libo Qin, Hai-Tao Zheng, Ying Shen, Peng Xing, Zishan Xu, Guo Cheng, Wenhao Jiang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models.

Zihui Cheng, Qiguang Chen, Jin Zhang, Hao Fei, Xiaocheng Feng, Wanxiang Che, Min Li, Libo Qin

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Divide-Solve-Combine: An Interpretable and Accurate Prompting Framework for Zero-shot Multi-Intent Detection.

Libo Qin, Qiguang Chen, Jingxuan Zhou, Jin Wang, Hao Fei, Wanxiang Che, Min Li

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability and Culture Adaptability in LLMs via Mutual Cross-lingual Feed-forward Transplantation.

Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Libo Qin, Yichong Huang, Lei Huang, Weitao Ma, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin

CoRR, 2024

Exploring Multi-Grained Concept Annotations for Multimodal Large Language Models.

Xiao Xu, Tianhao Niu, Yuxi Xie, Libo Qin, Wanxiang Che, Min-Yen Kan

CoRR, 2024

KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing.

Yifei Yang, Zouying Cao, Qiguang Chen, Libo Qin, Dongjie Yang, Hai Zhao, Zhi Chen

CoRR, 2024

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

Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che

CoRR, 2024

What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices.

Zhi Chen, Qiguang Chen, Libo Qin, Qipeng Guo, Haijun Lv, Yicheng Zou, Wanxiang Che, Hang Yan, Kai Chen, Dahua Lin

CoRR, 2024

EXCGEC: A Benchmark of Edit-wise Explainable Chinese Grammatical Error Correction.

Jingheng Ye, Shang Qin, Yinghui Li, Xuxin Cheng, Libo Qin, Hai-Tao Zheng, Peng Xing, Zishan Xu, Guo Cheng, Zhao Wei

CoRR, 2024

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

Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che

CoRR, 2024

Large Language Models Meet NLP: A Survey.

Libo Qin, Qiguang Chen, Xiachong Feng, Yang Wu, Yongheng Zhang, Yinghui Li, Min Li, Wanxiang Che, Philip S. Yu

CoRR, 2024

Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.

Libo Qin, Qiguang Chen, Yuhang Zhou, Zhi Chen, Yinghui Li, Lizi Liao, Min Li, Wanxiang Che, Philip S. Yu

CoRR, 2024

Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction.

Yinghui Li, Shang Qin, Jingheng Ye, Shirong Ma, Yangning Li, Libo Qin, Xuming Hu, Wenhao Jiang, Hai-Tao Zheng, Philip S. Yu

CoRR, 2024

MultiPoT: Multilingual Program of Thoughts Harnesses Multiple Programming Languages.

Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Libo Qin, Xu Wang, Qing Yang, Dongliang Xu, Wanxiang Che

CoRR, 2024

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

Qiguang Chen, Libo Qin, Jiaqi Wang, Jingxuan Zhou, Wanxiang Che

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Libo Qin, Qiguang Chen, Hao Fei, Zhi Chen, Min Li, Wanxiang Che

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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

Libo Qin, Qiguang Chen, Jingxuan Zhou, Qinzheng Li, Chunlin Lu, Wanxiang Che

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

LabCLIP: Label-Enhanced Clip for Improving Zero-Shot Text Classification.

Yongheng Zhang, Peng Wang, Qiguang Chen, Jingxuan Zhou, Yongmei Wang, Min Li, Libo Qin

Proceedings of the IEEE International Conference on Acoustics, 2024

Pro-HAN: A Heterogeneous Graph Attention Network for Profile-based Spoken Language Understanding.

Dechuan Teng, Chunlin Lu, Xiao Xu, Wanxiang Che, Libo Qin

Proceedings of the IEEE International Conference on Acoustics, 2024

SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-Modal Intent Detection.

Shijue Huang, Libo Qin, Bingbing Wang, Geng Tu, Ruifeng Xu

Proceedings of the IEEE International Conference on Acoustics, 2024

Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale.

Wenzhen Zheng, Wenbo Pan, Xu Xu, Libo Qin, Li Yue, Ming Zhou

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information.

Guobiao Zhang, Xueping Peng, Tao Shen, Guodong Long, Jiasheng Si, Libo Qin, Wenpeng Lu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Yongheng Zhang, Qiguang Chen, Jingxuan Zhou, Peng Wang, Jiasheng Si, Jin Wang, Wenpeng Lu, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

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

Yangfan Ye, Xiachong Feng, Xiaocheng Feng, Weitao Ma, Libo Qin, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts.

Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Libo Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement.

Yunlong Feng, Dechuan Teng, Yang Xu, Honglin Mu, Xiao Xu, Libo Qin, Qingfu Zhu, Wanxiang Che

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Improving Language Model Reasoning with Self-motivated Learning.

Yunlong Feng, Yang Xu, Libo Qin, Yasheng Wang, Wanxiang Che

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Yunlong Feng, Bohan Li, Libo Qin, Xiao Xu, Wanxiang Che

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Zhonghua Zheng, Lizi Liao, Yang Deng, Libo Qin, Liqiang Nie

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

Yongheng Zhang, Qiguang Chen, Min Li, Wanxiang Che, Libo Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2024

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

Qiguang Chen, Libo Qin, Jin Zhang, Zhi Chen, Xiao Xu, Wanxiang Che

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Modularized Pre-Training for End-to-End Task-Oriented Dialogue.

Libo Qin, Xiao Xu, Lehan Wang, Yue Zhang, Wanxiang Che

IEEE ACM Trans. Audio Speech Lang. Process., 2023

DTIAM: A unified framework for predicting drug-target interactions, binding affinities and activation/inhibition mechanisms.

Zhangli Lu, Chuqi Lei, Kaili Wang, Libo Qin, Jing Tang, Min Li

CoRR, 2023

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding.

Wenbo Pan, Qiguang Chen, Xiao Xu, Wanxiang Che, Libo Qin

CoRR, 2023

HIT-SCIR at MMNLU-22: Consistency Regularization for Multilingual Spoken Language Understanding.

Bo Zheng, Zhouyang Li, Fuxuan Wei, Qiguang Chen, Libo Qin, Wanxiang Che

CoRR, 2023

Improving Few-Shot and Zero-Shot Entity Linking with Coarse-to-Fine Lexicon-Based Retriever.

Shijue Huang, Bingbing Wang, Libo Qin, Qin Zhao, Ruifeng Xu

Proceedings of the Natural Language Processing and Chinese Computing, 2023

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions.

Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu, Yue Zhang, Wanxiang Che, Min Li

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages.

Libo Qin, Qiguang Chen, Fuxuan Wei, Shijue Huang, Wanxiang Che

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

CLIPText: A New Paradigm for Zero-shot Text Classification.

Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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

Libo Qin, Shijue Huang, Qiguang Chen, Chenran Cai, Yudi Zhang, Bin Liang, Wanxiang Che, Ruifeng Xu

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

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

Libo Qin, Qiguang Chen, Xiao Xu, Yunlong Feng, Wanxiang Che

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: System Demonstrations, 2023

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

Libo Qin, Zhouyang Li, Qiying Yu, Lehan Wang, Wanxiang Che

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multi-domain Spoken Language Understanding Using Domain- and Task-aware Parameterization.

Libo Qin, Fuxuan Wei, Minheng Ni, Yue Zhang, Wanxiang Che, Yangming Li, Ting Liu

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

Towards Event-level Causal Relation Identification.

Chuang Fan, Daoxing Liu, Libo Qin, Yue Zhang, Ruifeng Xu

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

UniDU: Towards A Unified Generative Dialogue Understanding Framework.

Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue.

Libo Qin, Qiguang Chen, Tianbao Xie, Qian Liu, Shijue Huang, Wanxiang Che, Zhou Yu

Proceedings of the 29th International Conference on Computational Linguistics, 2022

GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding.

Libo Qin, Qiguang Chen, Tianbao Xie, Qixin Li, Jian-Guang Lou, Wanxiang Che, Min-Yen Kan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

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

Xiao Xu, Libo Qin, Kaiji Chen, Guoxing Wu, Linlin Li, Wanxiang Che

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding.

Libo Qin, Wanxiang Che, Minheng Ni, Yangming Li, Ting Liu

IEEE ACM Trans. Audio Speech Lang. Process., 2021

NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.

Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang

CoRR, 2021

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

Libo Qin, Tianbao Xie, Wanxiang Che, Ting Liu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding.

Dechuan Teng, Libo Qin, Wanxiang Che, Sendong Zhao, Ting Liu

Proceedings of the IEEE International Conference on Acoustics, 2021

A Co-Interactive Transformer for Joint Slot Filling and Intent Detection.

Libo Qin, Tailu Liu, Wanxiang Che, Bingbing Kang, Sendong Zhao, Ting Liu

Proceedings of the IEEE International Conference on Acoustics, 2021

Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System.

Libo Qin, Tianbao Xie, Shijue Huang, Qiguang Chen, Xiao Xu, Wanxiang Che

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

N-LTP: An Open-source Neural Language Technology Platform for Chinese.

Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

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

Libo Qin, Fuxuan Wei, Tianbao Xie, Xiao Xu, Wanxiang Che, Ting Liu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization.

Xiachong Feng, Xiaocheng Feng, Libo Qin, Bing Qin, Ting Liu

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification.

Libo Qin, Zhouyang Li, Wanxiang Che, Minheng Ni, Ting Liu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

N-LTP: A Open-source Neural Chinese Language Technology Platform with Pretrained Models.

Wanxiang Che, Yunlong Feng, Libo Qin, Ting Liu

CoRR, 2020

Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization.

Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che, Yangming Li, Ting Liu

CoRR, 2020

TD-GIN: Token-level Dynamic Graph-Interactive Network for Joint Multiple Intent Detection and Slot Filling.

Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu

CoRR, 2020

CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP.

Libo Qin, Minheng Ni, Yue Zhang, Wanxiang Che

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Dialogue State Induction Using Neural Latent Variable Models.

Qingkai Min, Libo Qin, Zhiyang Teng, Xiao Liu, Yue Zhang

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Towards Fine-Grained Transfer: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling.

Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog.

Libo Qin, Xiao Xu, Wanxiang Che, Yue Zhang, Ting Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

Yangming Li, Kaisheng Yao, Libo Qin, Wanxiang Che, Xiaolong Li, Ting Liu

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

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

Libo Qin, Wanxiang Che, Yangming Li, Minheng Ni, Ting Liu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

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

Yangming Li, Kaisheng Yao, Libo Qin, Shuang Peng, Yijia Liu, Xiaolong Li

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever.

Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding.

Libo Qin, Wanxiang Che, Yangming Li, Haoyang Wen, Ting Liu

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation.

Haoyang Wen, Yijia Liu, Wanxiang Che, Libo Qin, Ting Liu

Proceedings of the 27th International Conference on Computational Linguistics, 2018

End-to-End Task-Oriented Dialogue System with Distantly Supervised Knowledge Base Retriever.

Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Ting Liu

Proceedings of the Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data, 2018