A Systematic Comparison of Contextualized Word Embeddings for Lexical
Semantic Change

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A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic Change

19 February 2024

Francesco Periti

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Papers citing "A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic Change"

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Title
The DURel Annotation Tool: Human and Computational Measurement of Semantic Proximity, Sense Clusters and Semantic Change Dominik Schlechtweg S. Virk Pauline Sander Emma Sköldberg Lukas Theuer Linke Tuo Zhang Nina Tahmasebi Jonas Kuhn Sabine Schulte im Walde 50 10 0 21 Nov 2023
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 130 133 0 14 Jul 2023
ChatGPT: Jack of all trades, master of none Jan Kocoñ Igor Cichecki Oliwier Kaszyca Mateusz Kochanek Dominika Szydło ... Maciej Piasecki Lukasz Radliñski Konrad Wojtasik Stanislaw Wo'zniak Przemyslaw Kazienko AI4MH 107 548 0 21 Feb 2023
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media Daniel Loureiro Aminette D'Souza Areej Muhajab Isabella A. White Gabriel Wong Luis Espinosa Anke Leonardo Neves Francesco Barbieri Jose Camacho-Collados 60 26 0 15 Sep 2022
DWUG: A large Resource of Diachronic Word Usage Graphs in Four Languages Dominik Schlechtweg Nina Tahmasebi Simon Hengchen Haim Dubossarsky Barbara McGillivray 42 49 0 17 Apr 2021
Explaining and Improving BERT Performance on Lexical Semantic Change Detection Severin Laicher Sinan Kurtyigit Dominik Schlechtweg Jonas Kuhn Sabine Schulte im Walde 48 54 0 12 Mar 2021
XL-WiC: A Multilingual Benchmark for Evaluating Semantic Contextualization Alessandro Raganato Tommaso Pasini Jose Camacho-Collados Mohammad Taher Pilehvar 73 64 0 13 Oct 2020
SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces K. Vani Sandra Mitrović Alessandro Antonucci Fabio Rinaldi LLMSV 68 22 0 02 Oct 2020
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli Marco Del Tredici Raquel Fernández 82 186 0 29 Apr 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 73 47 0 18 Jan 2020
Simulating Lexical Semantic Change from Sense-Annotated Data Dominik Schlechtweg Sabine Schulte im Walde 107 26 0 09 Jan 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 223 6,565 0 05 Nov 2019
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations Mohammad Taher Pilehvar Jose Camacho-Collados 195 489 0 28 Aug 2018