Change Is Key!
Change Is Key!
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Improving Word Usage Graphs with Edge Induction
This paper investigates edge induction as a method for augmenting Word Usage Graphs, in which word usages (nodes) are connected through …
Bill Noble
,
Francesco Periti
,
Nina Tahmasebi
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Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types
There is abundant evidence of the fact that the way words change their meaning can be classified in different types of change, …
Pierluigi Cassotti
,
Stefano De Pascale
,
Nina Tahmasebi
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Analyzing Semantic Change through Lexical Replacements
Modern language models are capable of contextualizing words based on their surrounding context. However, this capability is often …
Francesco Periti
,
Pierluigi Cassotti
,
Haim Dubossarsky
,
Nina Tahmasebi
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Hate Speech Detection and Reclaimed Language: Mitigating False Positives and Compounded Discrimination
While minimising false negatives in hate speech classification remains an important goal in order to reduce discrimination and increase …
Eszter Zsisku
,
Arkaitz Zubiaga
,
Haim Dubossarsky
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Strengthening the WiC: New Polysemy Dataset in Hindi and Lack of Cross Lingual Transfer
This study addresses the critical issue of Natural Language Processing in low-resource languages such as Hindi, which, despite having …
Farheen Dairkee
,
Haim Dubossarsky
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Computational modeling of semantic change
Languages change constantly over time, influenced by social, technological, cultural and political factors that affect how people …
Pierluigi Cassotti
,
Francesco Periti
,
Stefano De Pascale
,
Haim Dubossarsky
,
Nina Tahmasebi
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DOI
Quantitative text analysis
Text analysis has undergone substantial evolution since its inception, moving from manual qualitative assessments to sophisticated …
Kristoffer L. Nielbo
,
Folgert Karsdorp
,
Melvin Wevers
,
Alie Lassche
,
Rebekah B. Baglini
,
Mike Kestemont
,
Nina Tahmasebi
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Towards a Complete Solution to Lexical Semantic Change: an Extension to Multiple Time Periods and Diachronic Word Sense Induction
Thus far, the research community has focused on a simplified computational modeling of semantic change between two time periods. This …
Francesco Periti
,
Nina Tahmasebi
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DOI
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks
Lexical Semantic Change Detection (LSCD) is a complex, lemma-level task, which is usually operationalized based on two subsequently …
Dominik Schlechtweg
,
Shafqat Mumtaz Virk
,
Nikolay Arefyev
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Toward Sentiment Aware Semantic Change Analysis
This student paper explores the potential of augmenting computational models of semantic change with sentiment information. It tests …
Roksana Goworek
,
Haim Dubossarsky
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