Scaling laws for code: A more data-hungry regime
ACL 2026
Luo, Xianzhen and Zheng, Wenzhen and Zhu, Qingfu and Zhang, Rongyi and Li, Houyi and Huang, Siming and Fan, YuanTao and Che, Wanxiang
ACL
Scaling laws for code: A more data-hungry regime
ACL 2026
Luo, Xianzhen and Zheng, Wenzhen and Zhu, Qingfu and Zhang, Rongyi and Li, Houyi and Huang, Siming and Fan, YuanTao and Che, Wanxiang
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 6816--6831, 2025.
Luo, Xianzhen and Wang, Yixuan and Zhu, Qingfu and Zhang, Zhiming and Zhang, Xuanyu and Yang, Qing and Xu, Dongliang
Turning Trash into Treasure: Accelerating Inference of Large Language Models with Token Recycling
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 6816--6831, 2025.
Luo, Xianzhen and Wang, Yixuan and Zhu, Qingfu and Zhang, Zhiming and Zhang, Xuanyu and Yang, Qing and Xu, Dongliang
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 10812--10828, 2024.
Wang, Dingzirui and Dou, Longxu and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang
Enhancing Numerical Reasoning with the Guidance of Reliable Reasoning Processes
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 10812--10828, 2024.
Wang, Dingzirui and Dou, Longxu and Zhang, Xuanliang and Zhu, Qingfu and Che, Wanxiang
Exploring Hybrid Question Answering via Program-based Prompting
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 11035--11046, 2024.
Shi, Qi and Cui, Han and Wang, Haofeng and Zhu, Qingfu and Che, Wanxiang and Liu, Ting
Exploring Hybrid Question Answering via Program-based Prompting
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 11035--11046, 2024.
Shi, Qi and Cui, Han and Wang, Haofeng and Zhu, Qingfu and Che, Wanxiang and Liu, Ting
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
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
ArXiv preprint, abs/2306.00103, 2023.
Xiao Xu and Bei Li and Chenfei Wu and Shao-Yen Tseng and Anahita Bhiwandiwalla and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning
ArXiv preprint, abs/2306.00103, 2023.
Xiao Xu and Bei Li and Chenfei Wu and Shao-Yen Tseng and Anahita Bhiwandiwalla and Shachar Rosenman and Vasudev Lal and Wanxiang Che and Nan Duan
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
Consistency Regularization for Cross-Lingual Fine-Tuning
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), 3403--3417, 2021.
Zheng, Bo and Dong, Li and Huang, Shaohan and Wang, Wenhui and Chi, Zewen and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu
Consistency Regularization for Cross-Lingual Fine-Tuning
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), 3403--3417, 2021.
Zheng, Bo and Dong, Li and Huang, Shaohan and Wang, Wenhui and Chi, Zewen and Singhal, Saksham and Che, Wanxiang and Liu, Ting and Song, Xia and Wei, Furu
Discovering Dialog Structure Graph for Coherent Dialog Generation
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), 1726--1739, 2021.
Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang
Discovering Dialog Structure Graph for Coherent Dialog Generation
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), 1726--1739, 2021.
Xu, Jun and Lei, Zeyang and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua 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
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
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), 2579--2591, 2021.
Xu, Yang and Xu, Yiheng and Lv, Tengchao and Cui, Lei and Wei, Furu and Wang, Guoxin and Lu, Yijuan and Florencio, Dinei and Zhang, Cha and Che, Wanxiang and Zhang, Min and Zhou, Lidong
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
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), 2579--2591, 2021.
Xu, Yang and Xu, Yiheng and Lv, Tengchao and Cui, Lei and Wei, Furu and Wang, Guoxin and Lu, Yijuan and Florencio, Dinei and Zhang, Cha and Che, Wanxiang and Zhang, Min and Zhou, Lidong
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1835--1845, 2020.
Xu, Jun and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1835--1845, 2020.
Xu, Jun and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6708--6718, 2020.
Zheng, Bo and Wen, Haoyang and Liang, Yaobo and Duan, Nan and Che, Wanxiang and Jiang, Daxin and Zhou, Ming and Liu, Ting
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 6708--6718, 2020.
Zheng, Bo and Wen, Haoyang and Liang, Yaobo and Duan, Nan and Che, Wanxiang and Jiang, Daxin and Zhou, Ming 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
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1381--1393, 2020.
Hou, Yutai and Che, Wanxiang and Lai, Yongkui and Zhou, Zhihan and Liu, Yijia and Liu, Han and Liu, Ting
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1381--1393, 2020.
Hou, Yutai and Che, Wanxiang and Lai, Yongkui and Zhou, Zhihan and Liu, Yijia and Liu, Han 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
Towards Conversational Recommendation over Multi-Type Dialogs
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1036--1049, 2020.
Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting
Towards Conversational Recommendation over Multi-Type Dialogs
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 1036--1049, 2020.
Liu, Zeming and Wang, Haifeng and Niu, Zheng-Yu and Wu, Hua and Che, Wanxiang and Liu, Ting
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 1085--1097, 2019.
Ren, Shuhuai and Deng, Yihe and He, Kun and Che, Wanxiang
Generating Natural Language Adversarial Examples through Probability Weighted Word Saliency
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, 1085--1097, 2019.
Ren, Shuhuai and Deng, Yihe and He, Kun and Che, Wanxiang
Distilling Knowledge for Search-based Structured Prediction
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1393--1402, 2018.
Liu, Yijia and Che, Wanxiang and Zhao, Huaipeng and Qin, Bing and Liu, Ting
Distilling Knowledge for Search-based Structured Prediction
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1393--1402, 2018.
Liu, Yijia and Che, Wanxiang and Zhao, Huaipeng and Qin, Bing and Liu, Ting
Cross-lingual Dependency Parsing Based on Distributed Representations
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1234--1244, 2015.
Guo, Jiang and Che, Wanxiang and Yarowsky, David and Wang, Haifeng and Liu, Ting
Cross-lingual Dependency Parsing Based on Distributed Representations
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), 1234--1244, 2015.
Guo, Jiang and Che, Wanxiang and Yarowsky, David and Wang, Haifeng and Liu, Ting
Character-Level Chinese Dependency Parsing
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1326--1336, 2014.
Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting
Character-Level Chinese Dependency Parsing
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1326--1336, 2014.
Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting
Learning Semantic Hierarchies via Word Embeddings
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1199--1209, 2014.
Fu, Ruiji and Guo, Jiang and Qin, Bing and Che, Wanxiang and Wang, Haifeng and Liu, Ting
Learning Semantic Hierarchies via Word Embeddings
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1199--1209, 2014.
Fu, Ruiji and Guo, Jiang and Qin, Bing and Che, Wanxiang and Wang, Haifeng and Liu, Ting
Chinese Parsing Exploiting Characters
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 125--134, 2013.
Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting
Chinese Parsing Exploiting Characters
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 125--134, 2013.
Zhang, Meishan and Zhang, Yue and Che, Wanxiang and Liu, Ting
Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1073--1082, 2013.
Wang, Mengqiu and Che, Wanxiang and Manning, Christopher D.
Joint Word Alignment and Bilingual Named Entity Recognition Using Dual Decomposition
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 1073--1082, 2013.
Wang, Mengqiu and Che, Wanxiang and Manning, Christopher D.
A Comparison of Chinese Parsers for Stanford Dependencies
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 11--16, 2012.
Che, Wanxiang and Spitkovsky, Valentin and Liu, Ting
A Comparison of Chinese Parsers for Stanford Dependencies
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 11--16, 2012.
Che, Wanxiang and Spitkovsky, Valentin and Liu, Ting
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 675--684, 2012.
Li, Zhenghua and Liu, Ting and Che, Wanxiang
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 675--684, 2012.
Li, Zhenghua and Liu, Ting and Che, Wanxiang
A Grammar-driven Convolution Tree Kernel for Semantic Role Classification
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, 200--207, 2007.
Zhang, Min and Che, Wanxiang and Aw, Aiti and Tan, Chew Lim and Zhou, Guodong and Liu, Ting and Li, Sheng
A Grammar-driven Convolution Tree Kernel for Semantic Role Classification
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics, 200--207, 2007.
Zhang, Min and Che, Wanxiang and Aw, Aiti and Tan, Chew Lim and Zhou, Guodong and Liu, Ting and Li, Sheng