[BOOK][B] Pretrained transformers for text ranking: Bert and beyond
The goal of text ranking is to generate an ordered list of texts retrieved from a corpus in
response to a query. Although the most common formulation of text ranking is search …
response to a query. Although the most common formulation of text ranking is search …
Interlinking educational resources and the web of data: A survey of challenges and approaches
Research in the area of technology‐enhanced learning (TEL) throughout the last decade
has largely focused on sharing and reusing educational resources and data. This effort has …
has largely focused on sharing and reusing educational resources and data. This effort has …
Full and semi-batch clustering
(57) ABSTRACT A method for clustering documents is provided. Each docu ment is
represented by a multidimensional data point. The data points are initially assigned to a …
represented by a multidimensional data point. The data points are initially assigned to a …
Modeling event importance for ranking daily news events
We deal with the problem of ranking news events on a daily basis for large news corpora, an
essential building block for news aggregation. News ranking has been addressed in the …
essential building block for news aggregation. News ranking has been addressed in the …
Mining latent user community for tag-based and content-based search in social media
In recent years, there has been a proliferation of collaborative tagging systems in Web 2.0
communities. With the increasingly large amount of social data, how to manage and …
communities. With the increasingly large amount of social data, how to manage and …
Thirty years of software problems in the news
How have the consequences of software problems changed over the past 30 years? To
begin to answer this question, we analyzed 386,381 news articles reporting on software …
begin to answer this question, we analyzed 386,381 news articles reporting on software …
A novel method for clustering tweets in twitter
S Poomagal, P Visalakshi… - International Journal of …, 2015 - inderscienceonline.com
A popular social networking service called Twitter is used to post short messages that could
be useful to someone in the world. These messages have been analysed by the researchers …
be useful to someone in the world. These messages have been analysed by the researchers …
Structure and semantics preserving document representations
N Raman, S Shah, M Veloso - Proceedings of the 45th International ACM …, 2022 - dl.acm.org
Retrieving relevant documents from a corpus is typically based on the semantic similarity
between the document content and query text. The inclusion of structural relationship …
between the document content and query text. The inclusion of structural relationship …
Web 3.0 in web development
J Vieira, P Isaías - Mobile Computing and Wireless Networks …, 2016 - igi-global.com
The Web 3.0 has revolutionized the Internet in the last years and its benefits are still being
studied. The way that websites are being developed is also changing because of this Web …
studied. The way that websites are being developed is also changing because of this Web …
Challenges and issues on online news management
Recently, the Internet usage spread in all areas of life. Online news is among the popular
articles on the Internet, which occupies a large portion of online information. The online …
articles on the Internet, which occupies a large portion of online information. The online …