Automatic short text summarization techniques in social media platforms

FA Ghanem, MC Padma, R Alkhatib - Future Internet, 2023 - mdpi.com
The rapid expansion of social media platforms has resulted in an unprecedented surge of
short text content being generated on a daily basis. Extracting valuable insights and patterns …

MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships

T Zhao, R He, J Xu, B Wang - Proceedings of the AAAI Conference on …, 2024 - ojs.aaai.org
Social summarization aims to provide summaries for a large number of social texts (called
posts) about a single topic. To extract a summary, both the representation of post and …

Detection and context reconstruction of sub-events that influence the course of a news event from microblog discussions

AP Vijayakumar, VMA Rajam - Journal of Computational Social Science, 2024 - Springer
Social media has become an inevitable part of human communication and the primary
source for reading and tracking news events. Most news events constitute minor …

Resolving Pronouns in Twitter Streams: Context can Help!

A Andy, C Callison-Burch… - Proceedings of the Third …, 2020 - aclanthology.org
Many people live-tweet televised events like Presidential debates and popular TV-shows
and discuss people or characters in the event. Naturally, many tweets make pronominal …

Did that happen? Predicting Social Media Posts that are Indicative of what happened in a scene: A case study of a TV show

A Andy, R Kriz, SC Guntuku, DT Wijaya… - International …, 2022 - research.monash.edu
While popular Television (TV) shows are airing, some users interested in these shows
publish social media posts about the show. Analyzing social media posts related to a TV …

SCMGR: Using Social Context and Multi-Granularity Relations for Unsupervised Social Summarization

H Liu, R He, L Zhao, H Wang, R Wang - Proceedings of the 30th ACM …, 2021 - dl.acm.org
Social summarization aims to produce a concise summary that describes the core content of
a collection of posts on a specific topic. Existing methods tend to produce sparse or …

Creating Multimedia Summaries Using Tweets and Videos

A Andy, S Liu, D Ippolito, R Kriz… - arXiv preprint arXiv …, 2022 - arxiv.org
While popular televised events such as presidential debates or TV shows are airing, people
provide commentary on them in real-time. In this paper, we propose a simple yet effective …

Did that happen? predicting social media posts that are indicative of what happened in a scene: a case study of a TV show

D Wijaya, A Andy, R Kriz, SC Guntuku… - 2022 - open.bu.edu
While popular Television (TV) shows are airing, some users interested in these shows
publish social media posts about the show. Analyzing social media posts related to a TV …

Resolving pronouns in Twitter streams: context can help!

DT Wijaya, A Andy, C Callison-Burch - 2020 - open.bu.edu
Many people live-tweet televised events like Presidential debates and popular TV-shows
and discuss people or characters in the event. Naturally, many tweets make pronominal …