Xiao Xu

According to our database, Xiao Xu authored at least 21 papers between 2020 and 2024.

Collaborative distances:

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

2024

In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks.

Dingzirui Wang, Xuangliang Zhang, Qiguang Chen, Longxu Dou, Xiao Xu, Rongyu Cao, Yingwei Ma, Qingfu Zhu, Wanxiang Che, Binhua Li, Fei Huang, Yongbin Li

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

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

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

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

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

Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification.

Bohan Li, Xiao Xu, Xinghao Wang, Yutai Hou, Yunlong Feng, Feng Wang, Xuanliang Zhang, Qingfu Zhu, Wanxiang Che

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 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

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

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

CoRR, 2023

Semantic-Guided Image Augmentation with Pre-trained Models.

Bohan Li, Xinghao Wang, Xiao Xu, Yutai Hou, Yunlong Feng, Feng Wang, Wanxiang Che

CoRR, 2023

ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning.

Xiao Xu, Bei Li, Chenfei Wu, Shao-Yen Tseng, Anahita Bhiwandiwalla, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 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

BridgeTower: Building Bridges between Encoders in Vision-Language Representation Learning.

Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Wanxiang Che, Nan Duan

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

2022

IPGAN: Generating Informative Item Pairs by Adversarial Sampling.

Guibing Guo, Huan Zhou, Bowei Chen, Zhirong Liu, Xiao Xu, Xu Chen, Zhenhua Dong, Xiuqiang He

IEEE Trans. Neural Networks Learn. Syst., 2022

Bridge-Tower: Building Bridges Between Encoders in Vision-Language Representation Learning.

Xiao Xu, Chenfei Wu, Shachar Rosenman, Vasudev Lal, Nan Duan

CoRR, 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

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

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

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

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