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Zero-Shot Stance Detection: A Dataset and Model Using Generalized Topic Representations [PDF]

open access: yesConference on Empirical Methods in Natural Language Processing, 2020
Stance detection is an important component of understanding hidden influences in everyday life. Since there are thousands of potential topics to take a stance on, most with little to no training data, we focus on zero-shot stance detection: classifying ...
Emily Allaway, K. McKeown
semanticscholar   +1 more source

An Improved BiLSTM Approach for User Stance Detection Based on External Commonsense Knowledge and Environment Information

open access: yesApplied Sciences, 2022
In the age of social networks, the number of tweets sent by users has led to a sharp rise in public opinion. Public opinions are closely related to user stances. User stance detection has become an important task in the field of public opinion.
Peng Jia   +5 more
doaj   +1 more source

Towards Topic-Guided Conversational Recommender System [PDF]

open access: yesInternational Conference on Computational Linguistics, 2020
Conversational recommender systems (CRS) aim to recommend high-quality items to users through interactive conversations. To develop an effective CRS, the support of high-quality datasets is essential.
Kun Zhou   +4 more
semanticscholar   +1 more source

INTERACTIVE TOOL FOR VISUALIZATION OF TOPIC MODELS [PDF]

open access: yesActa Electrotechnica et Informatica, 2019
Digital data are all around us and occurs in various forms as videos, pictures or texts. Digital documents represent the vast majority of such data. It can be e-news, social media contributions and so on.
Miroslav SMATANA   +3 more
doaj   +1 more source

Analyzing LDA and NMF Topic Models for Urdu Tweets via Automatic Labeling

open access: yesIEEE Access, 2021
The understanding and analyzing of available content on Social media Platforms such as Twitter and Facebook, through various topic modeling methods is not supervised.
Zoya   +3 more
doaj   +1 more source

Twitter Topic Classification [PDF]

open access: yesInternational Conference on Computational Linguistics, 2022
Social media platforms host discussions about a wide variety of topics that arise everyday. Making sense of all the content and organising it into categories is an arduous task.
D. Antypas   +5 more
semanticscholar   +1 more source

Lessons Learned: It Takes a Village to Understand Inter-Sectoral Care Using Administrative Data across Jurisdictions

open access: yesInternational Journal of Population Data Science, 2018
Cancer care is complex and exists within the broader healthcare system. The CanIMPACT team sought to enhance primary cancer care capacity and improve integration between primary and cancer specialist care, focusing on breast cancer.
Patti Ann Groome   +7 more
doaj   +1 more source

Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets [PDF]

open access: yesProceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 2018
NAACL HLT 2018, 14 pages, 6 figures, data available at http://www.cs.cornell.edu/~jhessel/concreteness/concreteness ...
Jack Hessel, David M. Mimno, Lillian Lee
openaire   +2 more sources

ClimaText: A Dataset for Climate Change Topic Detection

open access: yesCoRR, 2020
Accepted for the Tackling Climate Change with Machine Learning Workshop at NeurIPS ...
Varini, Francesco   +3 more
openaire   +3 more sources

NEWTS: A Corpus for News Topic-Focused Summarization [PDF]

open access: yesFindings, 2022
Text summarization models are approaching human levels of fidelity. Existing benchmarking corpora provide concordant pairs of full and abridged versions of Web, news or professional content.
Seyed Ali Bahrainian   +2 more
semanticscholar   +1 more source

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