Comment Generation

Article commenting poses new challenges for machines, as it involves multiple cognitive abilities: understanding the given article, formulating opinions and arguments, and organizing natu ral language for expression.

Papers

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Showing 1–25 of 65 papers

Title	Date	Tasks	Status	Hype	Score
Prompting for Numerical Sequences: A Case Study on Market Comment Generation	Apr 3, 2024	Comment GenerationData-to-Text Generation	CodeCode Available	2	5
CoNT: Contrastive Neural Text Generation	May 29, 2022	Code Comment GenerationComment Generation	CodeCode Available	2	5
InCoder: A Generative Model for Code Infilling and Synthesis	Apr 12, 2022	Code GenerationComment Generation	CodeCode Available	2	5
Automating Code Review Activities by Large-Scale Pre-training	Mar 17, 2022	Comment Generation	CodeCode Available	1	5
Retrieve and Refine: Exemplar-based Neural Comment Generation	Oct 9, 2020	Code Comment GenerationComment Generation	CodeCode Available	1	5
Impact of Evaluation Methodologies on Code Summarization	Aug 22, 2021	Code SummarizationComment Generation	CodeCode Available	1	5
StoryER: Automatic Story Evaluation via Ranking, Rating and Reasoning	Oct 16, 2022	Comment GenerationDecoder	CodeCode Available	0	5
Automated Medical Report Generation for ECG Data: Bridging Medical Text and Signal Processing with Deep Learning	Dec 5, 2024	Comment GenerationDecoder	CodeCode Available	0	5
Exploring Methods for Generating Feedback Comments for Writing Learning	Nov 1, 2021	Comment GenerationRetrieval	CodeCode Available	0	5
MESIA: Understanding and Leveraging Supplementary Nature of Method-level Comments for Automatic Comment Generation	Mar 26, 2024	Comment Generation	CodeCode Available	0	5
Coherent Comment Generation for Chinese Articles with a Graph-to-Sequence Model	Jun 4, 2019	ArticlesComment Generation	CodeCode Available	0	5
Automatic Comment Generation via Multi-Pass Deliberation	Sep 14, 2022	ArticlesComment Generation	CodeCode Available	0	5
Automatic Generation of Personalized Comment Based on User Profile	Jul 24, 2019	Comment GenerationText Generation	CodeCode Available	0	5
Cross-Modal Commentator: Automatic Machine Commenting Based on Cross-Modal Information	Jul 1, 2019	ArticlesComment Generation	CodeCode Available	0	5
One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment	Dec 1, 2020	Comment GenerationDiversity	CodeCode Available	0	5
Learning with Contrastive Examples for Data-to-Text Generation	Dec 1, 2020	Comment GenerationData-to-Text Generation	CodeCode Available	0	5
A variational selection mechanism for article comment generation	Sep 12, 2023	ArticlesComment Generation	CodeCode Available	0	5
Leveraging Reward Models for Guiding Code Review Comment Generation	Jun 4, 2025	Comment Generation	CodeCode Available	0	5
Code Attention: Translating Code to Comments by Exploiting Domain Features	Sep 22, 2017	Comment Generation	CodeCode Available	0	5
Enhancing Code Generation via Bidirectional Comment-Level Mutual Grounding	May 12, 2025	Code GenerationComment Generation	CodeCode Available	0	5
Investigating the Efficacy of Large Language Models for Code Clone Detection	Jan 24, 2024	Clone DetectionCode Comment Generation	CodeCode Available	0	5
Knowledge Enhanced Model for Live Video Comment Generation	Apr 28, 2023	Comment GenerationDecoder	CodeCode Available	0	5
MALCOM: Generating Malicious Comments to Attack Neural Fake News Detection Models	Sep 1, 2020	ArticlesComment Generation	CodeCode Available	0	5
Creating Corpora for Research in Feedback Comment Generation	May 1, 2020	Comment Generation	—Unverified	0	0
Explainable Outfit Recommendation with Joint Outfit Matching and Comment Generation	Jun 23, 2018	Comment GenerationMulti-Task Learning	—Unverified	0	0

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