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Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift

2 December 2019

Papers citing "Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift"

31 / 31 papers shown

Title
Hatevolution: What Static Benchmarks Don't Tell Us Chiara Di Bonaventura Barbara McGillivray Yulan He Albert Meroño-Peñuela 15 0 0 13 Jun 2025
Identifying Emerging Concepts in Large Corpora Sibo Ma Julian Nyarko 67 0 0 28 Feb 2025
Tracing the Development of the Virtual Particle Concept Using Semantic Change Detection Michael Zichert Adrian Wüthrich 55 1 0 22 Oct 2024
Robustness of LLMs to Perturbations in Text Ayush Singh Navpreet Singh Shubham Vatsal 83 6 0 12 Jul 2024
Analyzing Semantic Change through Lexical Replacements Francesco Periti Pierluigi Cassotti Haim Dubossarsky Nina Tahmasebi 85 7 0 29 Apr 2024
Time Machine GPT Felix Drinkall Eghbal Rahimikia J. Pierrehumbert Stefan Zohren AI4TS AI4CE KELM SyDa 85 4 0 29 Apr 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Taichi Aida Danushka Bollegala 92 5 0 01 Mar 2024
A Systematic Comparison of Contextualized Word Embeddings for Lexical Semantic Change Francesco Periti Nina Tahmasebi 92 17 0 19 Feb 2024
Social Meme-ing: Measuring Linguistic Variation in Memes Naitian Zhou David Jurgens David Bamman 55 1 0 15 Nov 2023
Can Word Sense Distribution Detect Semantic Changes of Words? Xiaohang Tang Yi Zhou Taichi Aida Procheta Sen Danushka Bollegala 77 6 0 16 Oct 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
Substitution-based Semantic Change Detection using Contextual Embeddings Dallas Card 109 12 0 05 Sep 2023
When Dialects Collide: How Socioeconomic Mixing Affects Language Use Thomas Louf J. Ramasco David Sánchez M. Karsai 44 3 0 19 Jul 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings Taichi Aida Danushka Bollegala 66 9 0 15 May 2023
A Survey on Contextualised Semantic Shift Detection S. Montanelli Francesco Periti ObjD AI4TS 90 35 0 04 Apr 2023
Discovering Differences in the Representation of People using Contextualized Semantic Axes L. Lucy Divya Tadimeti David Bamman 83 11 0 21 Oct 2022
Contextualized language models for semantic change detection: lessons learned Andrey Kutuzov Erik Velldal Lilja Øvrelid 68 26 0 31 Aug 2022
What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris Mikael Brunila J. LaViolette 112 21 0 16 May 2022
Do Not Fire the Linguist: Grammatical Profiles Help Language Models Detect Semantic Change Mario Giulianelli Andrey Kutuzov Lidia Pivovarova 58 14 0 12 Apr 2022
Temporal Attention for Language Models Guy D. Rosin Kira Radinsky VLM 118 34 0 04 Feb 2022
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora Hila Gonen Ganesh Jawahar Djamé Seddah Yoav Goldberg 80 66 0 28 Dec 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics Clément Christophe Julien Velcin Jairo Cugliari Manel Boumghar Philippe Suignard 22 2 0 05 Nov 2021
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19 James Powell Kari Sentz 68 0 0 26 Oct 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 305 116 0 09 Sep 2021
The challenges of temporal alignment on Twitter during crises Aniket Pramanick Tilman Beck Kevin Stowe Iryna Gurevych 23 4 0 17 Apr 2021
Statistically significant detection of semantic shifts using contextual word embeddings Yang Liu A. Medlar D. Głowacka 55 19 0 08 Apr 2021
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 112 52 0 23 Oct 2020
ELMo and BERT in semantic change detection for Russian J. Rodina Yu. M. Trofimova Andrey Kutuzov Ekaterina Artemova 49 15 0 07 Oct 2020
COVID-19 therapy target discovery with context-aware literature mining Matej Martinc Blaž Škrlj S. Pirkmajer Nada Lavrac B. Cestnik Martin Marzidovsek Senja Pollak 44 9 0 30 Jul 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 111 47 0 18 Jan 2020
Survey of Computational Approaches to Lexical Semantic Change Nina Tahmasebi L. Borin Adam Jatowt 113 164 0 15 Nov 2018