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

Improving Language Model Reasoning with Self-motivated Learning

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 8840--8852, 2024.

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

Improving Language Model Reasoning with Self-motivated Learning

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 8840--8852, 2024.

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

M^3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought

arXiv preprint arXiv:2405.16473, 2024.

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

M^3CoT: A Novel Benchmark for Multi-Domain Multi-step Multi-modal Chain-of-Thought

arXiv preprint arXiv:2405.16473, 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

arXiv preprint arXiv:2406.17233, 2024.

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

Self-Constructed Context Decompilation with Fined-grained Alignment Enhancement

arXiv preprint arXiv:2406.17233, 2024.

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

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