Search Results for author: Lun Yiu Nie

Found 4 papers, 2 papers with code

Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation

1 code implementation • 15 Jan 2021 • Mudit Chaudhary, Borislav Dzodzo, Sida Huang, Chun Hei Lo, Mingzhi Lyu, Lun Yiu Nie, Jinbo Xing, Tianhua Zhang, Xiaoying Zhang, Jingyan Zhou, Hong Cheng, Wai Lam, Helen Meng

Dialog systems enriched with external knowledge can handle user queries that are outside the scope of the supporting databases/APIs.

Natural Language Inference Response Generation +1

Paper
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CoreGen: Contextualized Code Representation Learning for Commit Message Generation

1 code implementation • 14 Jul 2020 • Lun Yiu Nie, Cuiyun Gao, Zhicong Zhong, Wai Lam, Yang Liu, Zenglin Xu

In this paper, we propose a novel Contextualized code representation learning strategy for commit message Generation (CoreGen).

Representation Learning Text Generation

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ATOM: Commit Message Generation Based on Abstract Syntax Tree and Hybrid Ranking

no code implementations • 6 Dec 2019 • Shangqing Liu, Cuiyun Gao, Sen Chen, Lun Yiu Nie, Yang Liu

Moreover, although generation models have the advantages of synthesizing commit messages for new code changes, they are not easy to bridge the semantic gap between code and natural languages which could be mitigated by retrieval models.

Software Engineering

Paper
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Code Structure Guided Transformer for Source Code Summarization

no code implementations • 19 Apr 2021 • Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lun Yiu Nie, Xin Xia, Michael R. Lyu

Code summaries help developers comprehend programs and reduce their time to infer the program functionalities during software maintenance.

Code Summarization Inductive Bias +1

Paper
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