[PDF][PDF] Unsupervised automatic text summarization of Konkani texts using K-means with Elbow method
Text Summarization is an emerging field of research in Natural Language Processing (NLP).
A bulk of the work is related to texts in English and other popular languages. This paper …
A bulk of the work is related to texts in English and other popular languages. This paper …
[HTML][HTML] CORPURES: Benchmark corpus for urdu extractive summaries and experiments using supervised learning
M Humayoun, N Akhtar - Intelligent Systems with Applications, 2022 - Elsevier
Text summarization is the process of shortening the text so that it conveys the key points.
Several text summarization methods and benchmark corpora are available for languages …
Several text summarization methods and benchmark corpora are available for languages …
Offline reinforcement learning from human feedback in real-world sequence-to-sequence tasks
Large volumes of interaction logs can be collected from NLP systems that are deployed in
the real world. How can this wealth of information be leveraged? Using such interaction logs …
the real world. How can this wealth of information be leveraged? Using such interaction logs …
ViMs: a high-quality Vietnamese dataset for abstractive multi-document summarization
Automatic text summarization is important in this era due to the exponential growth of
documents available on the Internet. In the Vietnamese language, VietnameseMDS is the …
documents available on the Internet. In the Vietnamese language, VietnameseMDS is the …
[PDF][PDF] Development of a Konkani language dataset for automatic text summarization and its challenges
Text summarization has gained tremendous popularity in the research field over the last few
years. Automatic Text summarization attempts to automate the summarization task, which …
years. Automatic Text summarization attempts to automate the summarization task, which …
Query-based summarization of discussion threads
In this paper, we address query-based summarization of discussion threads. New users can
profit from the information shared in the forum, Please check if the inserted city and country …
profit from the information shared in the forum, Please check if the inserted city and country …
An answer recommendation framework for an online cancer community forum
Health community forums are a kind of online platform to discuss various matters related to
management of illness. People are increasingly searching for answers online, particularly …
management of illness. People are increasingly searching for answers online, particularly …
Text segregation on asynchronous group chat
Ability to successfully segregate texts around different topics can lead to successful text
summarization. Though text summarization has been well researched, summarization of …
summarization. Though text summarization has been well researched, summarization of …
Few-shot learning of an interleaved text summarization model by pretraining with synthetic data
Interleaved texts, where posts belonging to different threads occur in a sequence, commonly
occur in online chat posts, so that it can be time-consuming to quickly obtain an overview of …
occur in online chat posts, so that it can be time-consuming to quickly obtain an overview of …
Text Summarization Corpus Generation in Low-Resource South Asian Gujarati Language
The scarcity of Datasets/Corpus belonging to resource-poor languages is a widely
discussed topic. Due to the absence of widespread usage of the local language in Online …
discussed topic. Due to the absence of widespread usage of the local language in Online …