A survey of multilingual large language models
Patterns, 6, 2025.
Qin, Libo and Chen, Qiguang and Zhou, Yuhang and Chen, Zhi and Li, Yinghui and Liao, Lizi and Li, Min and Che, Wanxiang and Yu, Philip S
Qin Libo
A survey of multilingual large language models
Patterns, 6, 2025.
Qin, Libo and Chen, Qiguang and Zhou, Yuhang and Chen, Zhi and Li, Yinghui and Liao, Lizi and Li, Min and Che, Wanxiang and Yu, Philip S
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
Proceedings of the 31st International Conference on Computational Linguistics, 5071--5081, 2025.
Li, Bohan and Guan, Jiannan and Dou, Longxu and Feng, Yunlong and Wang, Dingzirui and Xu, Yang and Wang, Enbo and Chen, Qiguang and Wang, Bichen and Xu, Xiao and Zhang, Yimeng and Qin, Libo and Zhao, Yanyan and Zhu, Qingfu and Che, Wanxiang
Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits
Proceedings of the 31st International Conference on Computational Linguistics, 5071--5081, 2025.
Li, Bohan and Guan, Jiannan and Dou, Longxu and Feng, Yunlong and Wang, Dingzirui and Xu, Yang and Wang, Enbo and Chen, Qiguang and Wang, Bichen and Xu, Xiao and Zhang, Yimeng and Qin, Libo and Zhao, Yanyan and Zhu, Qingfu and Che, Wanxiang
Towards reasoning era: A survey of long chain-of-thought for reasoning large language models
arXiv preprint arXiv:2503.09567, 2025.
Chen, Qiguang and Qin, Libo and Liu, Jinhao and Peng, Dengyun and Guan, Jiannan and Wang, Peng and Hu, Mengkang and Zhou, Yuhang and Gao, Te and Che, Wangxiang
Towards reasoning era: A survey of long chain-of-thought for reasoning large language models
arXiv preprint arXiv:2503.09567, 2025.
Chen, Qiguang and Qin, Libo and Liu, Jinhao and Peng, Dengyun and Guan, Jiannan and Wang, Peng and Hu, Mengkang and Zhou, Yuhang and Gao, Te and Che, Wangxiang
A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1768--1777, 2024.
Feng, Yunlong and Li, Bohan and Qin, Libo and Xu, Xiao and Che, Wanxiang
A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 1768--1777, 2024.
Feng, Yunlong and Li, Bohan and Qin, Libo and Xu, Xiao and Che, Wanxiang
Decoupling breaks data barriers: a decoupled pre-training framework for multi-intent spoken language understanding
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024.
Qin, Libo and Chen, Qiguang and Zhou, Jingxuan and Li, Qinzheng and Lu, Chunlin and Che, Wanxiang
Decoupling breaks data barriers: a decoupled pre-training framework for multi-intent spoken language understanding
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024.
Qin, Libo and Chen, Qiguang and Zhou, Jingxuan and Li, Qinzheng and Lu, Chunlin and Che, Wanxiang
M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 8199--8221, 2024.
Chen, Qiguang and Qin, Libo and Zhang, Jin and Chen, Zhi and Xu, Xiao and Che, Wanxiang
M$^3$CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 8199--8221, 2024.
Chen, Qiguang and Qin, Libo and Zhang, Jin and Chen, Zhi and Xu, Xiao and Che, Wanxiang
Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
Findings of the Association for Computational Linguistics: EMNLP 2024, 6603--6614, 2024.
Feng, Yunlong and Teng, Dechuan and Xu, Yang and Mu, Honglin and Xu, Xiao and Qin, Libo and Zhu, Qingfu and Che, Wanxiang
Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement
Findings of the Association for Computational Linguistics: EMNLP 2024, 6603--6614, 2024.
Feng, Yunlong and Teng, Dechuan and Xu, Yang and Mu, Honglin and Xu, Xiao and Qin, Libo and Zhu, Qingfu and Che, Wanxiang
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
Advances in Neural Information Processing Systems, 54872--54904, 2024.
Chen, Qiguang and Qin, Libo and Wang, Jiaqi and Zhou, Jinxuan and Che, Wanxiang
Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought
Advances in Neural Information Processing Systems, 54872--54904, 2024.
Chen, Qiguang and Qin, Libo and Wang, Jiaqi and Zhou, Jinxuan and Che, Wanxiang
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
Advances in Neural Information Processing Systems, 123207--123236, 2024.
Qin, Libo and Chen, Qiguang and Fei, Hao and Chen, Zhi and Li, Min and Che, Wanxiang
What Factors Affect Multi-Modal In-Context Learning? An In-Depth Exploration
Advances in Neural Information Processing Systems, 123207--123236, 2024.
Qin, Libo and Chen, Qiguang and Fei, Hao and Chen, Zhi and Li, Min and Che, Wanxiang
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2695--2709, 2023.
Qin, Libo and Chen, Qiguang and Wei, Fuxuan and Huang, Shijue and Che, Wanxiang
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2695--2709, 2023.
Qin, Libo and Chen, Qiguang and Wei, Fuxuan and Huang, Shijue and Che, Wanxiang
Modularized Pre-Training for End-to-End Task-Oriented Dialogue
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1601-1610, 2023.
Qin, Libo and Xu, Xiao and Wang, Lehan and Zhang, Yue and Che, Wanxiang
Modularized Pre-Training for End-to-End Task-Oriented Dialogue
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1601-1610, 2023.
Qin, Libo and Xu, Xiao and Wang, Lehan and Zhang, Yue and Che, Wanxiang
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue
Proceedings of the 29th International Conference on Computational Linguistics, 461--470, 2022.
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Liu, Qian and Huang, Shijue and Che, Wanxiang and Yu, Zhou
CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue
Proceedings of the 29th International Conference on Computational Linguistics, 461--470, 2022.
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Liu, Qian and Huang, Shijue and Che, Wanxiang and Yu, Zhou
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2677--2686, 2022
Qin, Libo and Chen, Qiguang and Xie, Tianbao and Li, Qixin and Lou, Jian-Guang and Che, Wanxiang and Kan, Min-Yen
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.
Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang
Text Is No More Enough! A Benchmark for Profile-Based Spoken Language Understanding
Proceedings of the AAAI Conference on Artificial Intelligence, 11575--11585, 2022.
Xu, Xiao and Qin, Libo and Chen, Kaiji and Wu, Guoxing and Li, Linlin and Che, Wanxiang
A survey on spoken language understanding: Recent advances and new frontiers
ArXiv preprint, abs/2103.03095, 2021.
Qin, Libo and Xie, Tianbao and Che, Wanxiang and Liu, Ting
A survey on spoken language understanding: Recent advances and new frontiers
ArXiv preprint, abs/2103.03095, 2021.
Qin, Libo and Xie, Tianbao and Che, Wanxiang and Liu, Ting
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
ArXiv preprint, abs/2109.11292, 2021.
Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
ArXiv preprint, abs/2109.11292, 2021.
Qin, Libo and Xie, Tianbao and Huang, Shijue and Chen, Qiguang and Xu, Xiao and Che, Wanxiang
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.
Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 178--188, 2021.
Qin, Libo and Wei, Fuxuan and Xie, Tianbao and Xu, Xiao and Che, Wanxiang and Liu, Ting
Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1280--1289, 2021.
Qin, Libo and Che, Wanxiang and Ni, Minheng and Li, Yangming and Liu, Ting
Knowing where to leverage: Context-aware graph convolutional network with an adaptive fusion layer for contextual spoken language understanding
IEEE/ACM Transactions on Audio, Speech, and Language Processing, 1280--1289, 2021.
Qin, Libo and Che, Wanxiang and Ni, Minheng and Li, Yangming and Liu, Ting
N-LTP: An Open-source Neural Language Technology Platform for Chinese
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 42--49, 2021.
Che, Wanxiang and Feng, Yunlong and Qin, Libo and Liu, Ting
N-LTP: An Open-source Neural Language Technology Platform for Chinese
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 42--49, 2021.
Che, Wanxiang and Feng, Yunlong and Qin, Libo and Liu, Ting
A co-interactive transformer for joint slot filling and intent detection
ArXiv preprint, abs/2010.03880, 2020.
Qin, Libo and Liu, Tailu and Che, Wanxiang and Kang, Bingbing and Zhao, Sendong and Liu, Ting
A co-interactive transformer for joint slot filling and intent detection
ArXiv preprint, abs/2010.03880, 2020.
Qin, Libo and Liu, Tailu and Che, Wanxiang and Kang, Bingbing and Zhao, Sendong and Liu, Ting
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
Findings of the Association for Computational Linguistics: EMNLP 2020, 1807--1816, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Liu, Ting
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.
Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting
Dcr-net: A deep co-interactive relation network for joint dialog act recognition and sentiment classification
Proceedings of the AAAI conference on artificial intelligence, 8665--8672, 2020.
Qin, Libo and Che, Wanxiang and Li, Yangming and Ni, Mingheng and Liu, Ting
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6344--6354, 2020.
Qin, Libo and Xu, Xiao and Che, Wanxiang and Zhang, Yue and Liu, Ting
Injecting word information with multi-level word adapter for chinese spoken language understanding
ArXiv preprint, abs/2010.03903, 2020.
Teng, Dechuan and Qin, Libo and Che, Wanxiang and Zhao, Sendong and Liu, Ting
Injecting word information with multi-level word adapter for chinese spoken language understanding
ArXiv preprint, abs/2010.03903, 2020.
Teng, Dechuan and Qin, Libo and Che, Wanxiang and Zhao, Sendong and Liu, Ting
Multi-domain spoken language understanding using domain-and task-aware parameterization
ArXiv preprint, abs/2004.14871, 2020.
Qin, Libo and Wei, Fuxuan and Ni, Minheng and Zhang, Yue and Che, Wanxiang and Li, Yangming and Liu, Ting
Multi-domain spoken language understanding using domain-and task-aware parameterization
ArXiv preprint, abs/2004.14871, 2020.
Qin, Libo and Wei, Fuxuan and Ni, Minheng and Zhang, Yue and Che, Wanxiang and Li, Yangming and Liu, Ting
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 97--106, 2020.
Li, Yangming and Yao, Kaisheng and Qin, Libo and Che, Wanxiang and Li, Xiaolong and Liu, Ting
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 97--106, 2020.
Li, Yangming and Yao, Kaisheng and Qin, Libo and Che, Wanxiang and Li, Xiaolong and Liu, Ting
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2078--2087, 2019.
Qin, Libo and Che, Wanxiang and Li, Yangming and Wen, Haoyang and Liu, Ting
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 2078--2087, 2019.
Qin, Libo and Che, Wanxiang and Li, Yangming and Wen, Haoyang and Liu, Ting
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 133--142, 2019.
Qin, Libo and Liu, Yijia and Che, Wanxiang and Wen, Haoyang and Li, Yangming and Liu, Ting
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), 133--142, 2019.
Qin, Libo and Liu, Yijia and Che, Wanxiang and Wen, Haoyang and Li, Yangming and Liu, Ting
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.
Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting
Sequence-to-Sequence Learning for Task-oriented Dialogue with Dialogue State Representation
Proceedings of the 27th International Conference on Computational Linguistics, 3781--3792, 2018.
Wen, Haoyang and Liu, Yijia and Che, Wanxiang and Qin, Libo and Liu, Ting