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More DWUGs: Extending and Evaluating Word Usage Graph Datasets in Multiple Languages
Word Usage Graphs (WUGs) represent human semantic proximity judgments for pairs of word uses in a weighted graph, which can be …
Dominik Schlechtweg
,
Pierluigi Cassotti
,
Bill Noble
,
David Alfter
,
Sabine Schulte Im Walde
,
Nina Tahmasebi
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The DURel Annotation Tool: Using Fine-Tuned LLMs to Discover Non-Recorded Senses in Multiple Languages
To make these new techniques accessible to researchers outside of Computational Linguistics, we have developed the DURel tool …
Pauline Sander
,
Simon Hengchen
,
Wei Zhao
,
Xiaocheng Ma
,
Emma Sköldberg
,
Shafqat Virk
,
Dominik Schlechtweg
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Sense Through Time: Diachronic Word Sense Annotations for Word Sense Induction and Lexical Semantic Change Detection
There has been extensive work on human word sense annotation, i.e., manually labeling word uses in natural texts according to their …
Dominik Schlechtweg
,
Frank D. Zamora-Reina
,
Felipe Bravo-Marquez
,
Nikolay Arefyev
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Enriching Word Usage Graphs with Cluster Definitions
We present a dataset of word usage graphs (WUGs), where the existing WUGs for multiple languages are enriched with cluster labels …
Andrey Kutuzov
,
Mariia Fedorova
,
Dominik Schlechtweg
,
Nikolay Arefyev
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Presence or Absence: Are Unknown Word Usages in Dictionaries?
There has been a surge of interest in computational modeling of semantic change. The foci of previous works are on detecting and …
Xianghe Ma
,
Dominik Schlechtweg
,
Wei Zhao
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Complexity and Indecision: A Proof-of-Concept Exploration of Lexical Complexity and Lexical Semantic Change
This paper explores the intersection of lexical complexity prediction and lexical semantic change detection. We investigate the …
David Alfter
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DOI
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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DOI
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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