Xiao Xu @ HIT-SCIR

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.

ACL 2023 (Oral) | Association for Computational Linguistics

Paper | Arxiv | Code | Model | Slides | Video(EN) | Video(CN) | Blog(CN) | Tweet(EN)

BridgeTower: Building Bridges Between Encoders in Vision-Language Representation Learning

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

AAAI 2023 (Oral) | Association for the Advancement of Artificial Intelligence

Paper | Arxiv | Code | Model | Slides | Video(EN) | Video(CN) | Blog(CN) | Tweet(EN)

Integration into -Transformers ( Model | Code | Doc | Blog(EN) | Blog(CN))

Demos ( Image-Text Matching | Video Frame Retrieval)

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.

AAAI 2022 (Oral) | Association for the Advancement of Artificial Intelligence

Paper | Arxiv | Code | Blog(CN)

Semantic-Guided Image Augmentation with Pre-trained Models

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

AAAI 2024 | Association for the Advancement of Artificial Intelligence

Arxiv

Modularized Pre-training for End-to-end Task-oriented Dialogue

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

TASLP 2023 | IEEE/ACM Transactions on Audio, Speech, and Language Processing

Paper | Code

AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling

Libo Qin, Xiao Xu, Wanxiang Che, Ting Liu.

EMNLP 2020 (Findings) | Association for Computational Linguistics

Paper | Arxiv | Code | Blog(CN)

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

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

ACL 2020 | Association for Computational Linguistics

Paper | Arxiv | Code | Blog(CN)

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

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

ICASSP 2024 | IEEE International Conference on Acoustics, Speech and Signal Processing

Arxiv | Code

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

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

ACL 2023 (Demo) | Association for Computational Linguistics

Paper | Arxiv | Code

A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding

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

Arxiv | Preprint

Arxiv

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

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

LREC-COLING | The 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation

Arxiv

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.

ACL 2021 (Oral) | Association for Computational Linguistics

Paper | Arxiv | Code

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.

EMNLP 2021 (Poster) | Association for Computational Linguistics

Paper | Arxiv | Code

IPGAN: Generating Informative Item Pairs by Adversarial Sampling

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

TNNLS 2022 | IEEE Transactions on Neural Networks and Learning Systems

Paper