Unsupervised query reduction for efficient yet effective news background linking

M Essam, T Elsayed - PeerJ Computer Science, 2023 - peerj.com
In this article, we study efficient techniques to tackle the news background linking problem,
in which an online reader seeks background knowledge about a given article to better …

[PDF][PDF] Background Linking: Joining Entity Linking with Learning to Rank Models.

O Irrera, G Silvello - IRCDL, 2021 - ceur-ws.org
The recent years have been characterized by a strong democratization of news production
on the web. In this scenario it is rare to find self-contained news articles that provide useful …

Selectively Expanding Queries and Documents for News Background Linking

L Zhang, H Joho, S Fujita, HT Yu - Proceedings of the 31st ACM …, 2022 - dl.acm.org
Background articles are crucial for readers to grasp the context of news stories fully.
However, existing approaches of background article search tend to apply a single ranking …

Vector Space Proximity Based Document Retrieval For Document Embeddings Built By Transformers

P Khloponin - 2022 - spectrum.library.concordia.ca
Internet publications are staying atop of local and international events, generating hundreds,
sometimes thousands of news articles per day, making it difficult for readers to navigate this …

[PDF][PDF] Semantic Search for Background Linking in News Articles.

U Sethi, AA Deshmukh - TREC, 2021 - trec.nist.gov
The task of background linking aims at recommending news articles to a reader that are
most relevant for providing context and background for the query article. For this task, we …

[PDF][PDF] TKB48 at TREC 2021 News Track

Z Lirong, H Joho, S Fujita - TREC (Ed.), 2021 - trec.nist.gov
ABSTRACT TKB48 incorporated document expansion methods such as docT5query and
keyword extraction into indexing to solve the background linking problem. Using a …

Developing tools to support the search needs of news readers and news writers

K Fayoumi - 2022 - research.sabanciuniv.edu
The ongoing digitization of online news has changed and democratized the industry of news
writing. The huge increase in the number of news sources has called for research on …

[PDF][PDF] Graph Representations of News Articles for Background Linking

P Boers - 2020 - cs.ru.nl
Context defines the circumstances in which things happen and is crucial to fully understand
complicated events. This applies especially to news articles, in which an adjustment in …

[图书][B] A unified framework for event related information seeking

K Lu - 2020 - search.proquest.com
Events of different types and scopes are happening every day and influencing nearly every
aspect of people's life. In order to obtain information about the events to understand them …