Cross-modal and Cross-domain Knowledge Transfer for Label-free 3D Segmentation

no code implementations • 19 Sep 2023 • Jingyu Zhang, Huitong Yang, Dai-Jie Wu, Jacky Keung, Xuesong Li, Xinge Zhu, Yuexin Ma

Current state-of-the-art point cloud-based perception methods usually rely on large-scale labeled data, which requires expensive manual annotations.

Domain Adaptation Semantic Segmentation +1

RepoCoder: Repository-Level Code Completion Through Iterative Retrieval and Generation

1 code implementation • 22 Mar 2023 • Fengji Zhang, Bei Chen, Yue Zhang, Jacky Keung, Jin Liu, Daoguang Zan, Yi Mao, Jian-Guang Lou, Weizhu Chen

The task of repository-level code completion is to continue writing the unfinished code based on a broader context of the repository.

Code Completion Language Modelling +1

Diverse Title Generation for Stack Overflow Posts with Multiple Sampling Enhanced Transformer

1 code implementation • 24 Aug 2022 • Fengji Zhang, Jin Liu, Yao Wan, Xiao Yu, Xiao Liu, Jacky Keung

Stack Overflow is one of the most popular programming communities where developers can seek help for their encountered problems.

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information

1 code implementation • 27 Sep 2021 • Fengji Zhang, Xiao Yu, Jacky Keung, Fuyang Li, Zhiwen Xie, Zhen Yang, Caoyuan Ma, Zhimin Zhang

However, only using the code snippets in the question body cannot provide sufficient information for title generation, and LSTMs cannot capture the long-range dependencies between tokens.