Search Results for author: Elaine Zosa

Found 9 papers, 1 papers with code

Interesting cross-border news discovery using cross-lingual article linking and document similarity

no code implementations EACL (Hackashop) 2021 Boshko Koloski, Elaine Zosa, Timen Stepišnik-Perdih, Blaž Škrlj, Tarmo Paju, Senja Pollak

Team Name: team-8 Embeddia Tool: Cross-Lingual Document Retrieval Zosa et al. Dataset: Estonian and Latvian news datasets abstract: Contemporary news media face increasing amounts of available data that can be of use when prioritizing, selecting and discovering new news.

Topic modelling discourse dynamics in historical newspapers

no code implementations20 Nov 2020 Jani Marjanen, Elaine Zosa, Simon Hengchen, Lidia Pivovarova, Mikko Tolonen

This paper addresses methodological issues in diachronic data analysis for historical research.

Topic Models

Capturing Evolution in Word Usage: Just Add More Clusters?

no code implementations18 Jan 2020 Matej Martinc, Syrielle Montariol, Elaine Zosa, Lidia Pivovarova

The way the words are used evolves through time, mirroring cultural or technological evolution of society.

Change Detection

Multilingual Dynamic Topic Model

no code implementations RANLP 2019 Elaine Zosa, Mark Granroth-Wilding

Dynamic topic models (DTMs) capture the evolution of topics and trends in time series data. Current DTMs are applicable only to monolingual datasets.

Time Series Topic Models

Word Clustering for Historical Newspapers Analysis

no code implementations RANLP 2019 Lidia Pivovarova, Elaine Zosa, Jani Marjanen

This paper is a part of a collaboration between computer scientists and historians aimed at development of novel tools and methods to improve analysis of historical newspapers.

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