Explaining and Improving BERT Performance on Lexical Semantic Change Detection

12 March 2021

Sabine Schulte im Walde

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Papers citing "Explaining and Improving BERT Performance on Lexical Semantic Change Detection"

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Title
Tracing the Development of the Virtual Particle Concept Using Semantic Change Detection Michael Zichert Adrian Wüthrich 55 1 0 22 Oct 2024
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change Modeling Denis Kokosinskii Mikhail Kuklin Nikolay Arefyev 74 1 0 09 Aug 2024
Investigating the Contextualised Word Embedding Dimensions Responsible for Contextual and Temporal Semantic Changes Taichi Aida Danushka Bollegala 67 0 0 03 Jul 2024
Using Synchronic Definitions and Semantic Relations to Classify Semantic Change Types Pierluigi Cassotti S. Pascale Nina Tahmasebi 59 6 0 05 Jun 2024
Analyzing Semantic Change through Lexical Replacements Francesco Periti Pierluigi Cassotti Haim Dubossarsky Nina Tahmasebi 85 7 0 29 Apr 2024
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks Dominik Schlechtweg S. Virk Nikolay Arefyev 82 3 0 29 Mar 2024
Detection of Non-recorded Word Senses in English and Swedish Jonathan Lautenschlager Emma Sköldberg Simon Hengchen Dominik Schlechtweg 63 3 0 04 Mar 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Taichi Aida Danushka Bollegala 92 5 0 01 Mar 2024
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations Aina Garí Soler Matthieu Labeau Chloé Clavel VLM 67 2 0 22 Feb 2024
A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic Change Francesco Periti Nina Tahmasebi 92 17 0 19 Feb 2024
Graph-based Clustering for Detecting Semantic Change Across Time and Languages Xianghe Ma Michael Strube Wei Zhao 69 8 0 01 Feb 2024
(Chat)GPT v BERT: Dawn of Justice for Semantic Change Detection Francesco Periti Haim Dubossarsky Nina Tahmasebi AI4MH 103 15 0 25 Jan 2024
Mindful Explanations: Prevalence and Impact of Mind Attribution in XAI Research Susanne Hindennach Lei Shi Filip Miletić Andreas Bulling 40 4 0 19 Dec 2023
$$\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping$ $\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping Taichi Aida Danushka Bollegala 66 4 0 16 Oct 2023
CCAE: A Corpus of Chinese-based Asian Englishes Yang Liu Melissa Xiaohui Qin Long Wang Chao-Wei Huang 78 0 0 09 Oct 2023
Characterizing and Measuring Linguistic Dataset Drift Tyler A. Chang Kishaloy Halder Neha Ann John Yogarshi Vyas Yassine Benajiba Miguel Ballesteros Dan Roth 62 2 0 26 May 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings Taichi Aida Danushka Bollegala 66 9 0 15 May 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 104 6 0 13 Apr 2023
A Survey on Contextualised Semantic Shift Detection S. Montanelli Francesco Periti ObjD AI4TS 94 35 0 04 Apr 2023
Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC Ze Chen Kangxu Wang Zijian Cai Jiewen Zheng Jiarong He Max Gao Jason Zhang MoE 57 3 0 07 Nov 2022
A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis Konstantina Dritsa Kaiti Thoma John Pavlopoulos Panos Louridas AILaw 53 1 0 23 Oct 2022
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection Artem Kudisov N. Arefyev 49 3 0 07 Jun 2022
LSCDiscovery: A shared task on semantic change discovery and detection in Spanish Frank D. Zamora-Reina Felipe Bravo-Marquez Dominik Schlechtweg 53 21 0 13 May 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang Daphna Keidar Andreas Opedal Zhijing Jin Mrinmaya Sachan 71 21 0 09 Mar 2022
Temporal Attention for Language Models Guy D. Rosin Kira Radinsky VLM 118 34 0 04 Feb 2022
Text analysis and deep learning: A network approach Ingo Marquart 77 0 0 08 Oct 2021
Lexical Semantic Change Discovery Sinan Kurtyigit Maike Park Dominik Schlechtweg Jonas Kuhn Sabine Schulte im Walde 64 29 0 06 Jun 2021