A Case Study of In-House Competition for Ranking Constructive Comments in a News Service

no code implementations • NAACL (SocialNLP) 2021 • Hayato Kobayashi, Hiroaki Taguchi, Yoshimune Tabuchi, Chahine Koleejan, Ken Kobayashi, Soichiro Fujita, Kazuma Murao, Takeshi Masuyama, Taichi Yatsuka, Manabu Okumura, Satoshi Sekine

Ranking the user comments posted on a news article is important for online news services because comment visibility directly affects the user experience.

A Case Study on Neural Headline Generation for Editing Support

no code implementations • NAACL 2019 • Kazuma Murao, Ken Kobayashi, Hayato Kobayashi, Taichi Yatsuka, Takeshi Masuyama, Tatsuru Higurashi, Yoshimune Tabuchi

There have been many studies on neural headline generation models trained with a lot of (article, headline) pairs.

Headline Generation

Extractive Headline Generation Based on Learning to Rank for Community Question Answering

no code implementations • COLING 2018 • Tatsuru Higurashi, Hayato Kobayashi, Takeshi Masuyama, Kazuma Murao

User-generated content such as the questions on community question answering (CQA) forums does not always come with appropriate headlines, in contrast to the news articles used in various headline generation tasks.

Community Question Answering Headline Generation +1