WSDM‘2022: Knowledge Enhanced Sports Game Summarization

Related tags

Deep Learningnlppapertext-generationsummarizationpaper-listwsdm2022sports-game-summarization
Overview

Knowledge Enhanced Sports Game Summarization

Cooming Soon! :)

Data will be released after approval process.

Code will be published once the author of this repo has time.

Existing Works

Paper Conference/Journal Data/Code Category
Towards Constructing Sports News from Live Text Commentary ACL 2016 - Dataset, Ext.
Overview of the NLPCC-ICCPOL 2016 Shared Task: Sports News Generation from Live Webcast Scripts NLPCC 2016 NLPCC 2016 shared task Dataset
Research on Summary Sentences Extraction Oriented to Live Sports Text NLPCC 2016 - Ext.
Sports News Generation from Live Webcast Scripts Based on Rules and Templates NLPCC 2016 - Ext.+Temp.
Content Selection for Real-time Sports News Construction from Commentary Texts INLG 2017 - Ext.
Generate Football News from Live Webcast Scripts Based on Character-CNN with Five Strokes 2020 - Ext.+Temp.
Generating Sports News from Live Commentary: A Chinese Dataset for Sports Game Summarization AACL 2020 SportsSum Dataset, Ext.+Abs.
SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary CIKM 2021 SportsSum2.0 Dataset, Ext.+Abs.
Knowledge Enhanced Sports Game Summarization WSDM 2022 K-SportsSum Dataset, Ext.+Abs.

The concepts used in Category are illustrated as follows:

  • Dataset: The work contributes a dataset for sports game summarization.
  • Ext.: Extractive sports game summarization method.
  • Ext.+Temp.: The method first extracts important commentary sentence and further utilize the human-labeled template to convey each commentary sentence to a news sentence.
  • Ext.+Abs.: The method first extracts important commentary sentence and further utilize the seq2seq model to convey each commentary sentence to the news sentence.
Owner
Jiaan Wang
NLP Master Student. Research Intern at WeChat AI. Mainly interested in Text Summarization and Machine Reading Comprehension. ZD YYDS.
Jiaan Wang
GitHub Repository https://arxiv.org/abs/2111.12535
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