Search Results for author: Chenxiao Liu

Found 4 papers, 4 papers with code

MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation

1 code implementation26 Mar 2024 Xinglu Pan, Chenxiao Liu, Yanzhen Zou, Tao Xie, Bing Xie

In this paper, we raise the awareness of the supplementary nature of method-level comments and propose a new metric named MESIA (Mean Supplementary Information Amount) to assess the extent of supplementary information that a code comment can provide.

Comment Generation

Code Execution with Pre-trained Language Models

1 code implementation8 May 2023 Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan, Nan Duan

Code execution is a fundamental aspect of programming language semantics that reflects the exact behavior of the code.

Code Generation Code Search +2

Evaluator for Emotionally Consistent Chatbots

1 code implementation2 Dec 2021 Chenxiao Liu, Guanzhi Deng, Tao Ji, Difei Tang, Silai Zheng

One challenge for evaluating current sequence- or dialogue-level chatbots, such as Empathetic Open-domain Conversation Models, is to determine whether the chatbot performs in an emotionally consistent way.

Chatbot

CodeQA: A Question Answering Dataset for Source Code Comprehension

1 code implementation Findings (EMNLP) 2021 Chenxiao Liu, Xiaojun Wan

We propose CodeQA, a free-form question answering dataset for the purpose of source code comprehension: given a code snippet and a question, a textual answer is required to be generated.

Machine Reading Comprehension Question Answering

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