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Diachronic word embeddings and semantic shifts: a survey

9 June 2018

Papers citing "Diachronic word embeddings and semantic shifts: a survey"

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Title
LSC-Eval: A General Framework to Evaluate Methods for Assessing Dimensions of Lexical Semantic Change Using LLM-Generated Synthetic Data Naomi Baes Raphael Merx Nick Haslam Ekaterina Vylomova Haim Dubossarsky 89 0 0 11 Mar 2025
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach Suchana Datta Dwaipayan Roy Derek Greene G. Meaney 51 0 0 12 Jan 2025
AXOLOTL'24 Shared Task on Multilingual Explainable Semantic Change Modeling Mariia Fedorova Timothee Mickus N. Partanen Janine Siewert Elena Spaziani Andrey Kutuzov 65 6 0 04 Jul 2024
Methods for Generating Drift in Text Streams C. M. Garcia A. L. Koerich A. Britto J. P. Barddal 63 1 0 18 Mar 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Taichi Aida Danushka Bollegala 92 5 0 01 Mar 2024
Survey in Characterization of Semantic Change Jader Martins Camboim de Sá Marcos Da Silveira C. Pruski 79 10 0 29 Feb 2024
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
Same Words, Different Meanings: Semantic Polarization in Broadcast Media Language Forecasts Polarization on Social Media Discourse Xi Ding Michael A. Horning Eugenia H Rho 29 9 0 20 Jan 2023
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
The Problem of Semantic Shift in Longitudinal Monitoring of Social Media: A Case Study on Mental Health During the COVID-19 Pandemic Keith Harrigian Mark Dredze 70 5 0 22 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
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers Rabab Alkhalifa E. Kochkina A. Zubiaga 104 26 0 11 May 2022
HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis Wen Qiu Yang Xu 78 20 0 08 Feb 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
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19 James Powell Kari Sentz 68 0 0 26 Oct 2021
A Survey On Neural Word Embeddings Erhan Sezerer Selma Tekir AI4TS 76 13 0 05 Oct 2021
We went to look for meaning and all we got were these lousy representations: aspects of meaning representation for computational semantics Simon Dobnik R. Cooper Adam Ek Bill Noble Staffan Larsson N. Ilinykh Vladislav Maraev Vidya Somashekarappa 64 0 0 10 Sep 2021
Capturing Stance Dynamics in Social Media: Open Challenges and Research Directions Rabab Alkhalifa A. Zubiaga 75 21 0 01 Sep 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 68 21 0 22 Jul 2021
DRIFT: A Toolkit for Diachronic Analysis of Scientific Literature Abheesht Sharma Gunjan Chhablani Harshit Pandey Rajaswa Patil 98 7 0 02 Jul 2021
Dynamic Language Models for Continuously Evolving Content Spurthi Amba Hombaiah Tao Chen Mingyang Zhang Michael Bendersky Marc Najork CLL KELM 103 38 0 11 Jun 2021
Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference Schyan Zafar Geoff K. Nicholls 77 2 0 14 Apr 2021
COVID-19 sentiment analysis via deep learning during the rise of novel cases Rohitash Chandra Aswin Krishna 76 98 0 05 Apr 2021
Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers Sandeep Soni Lauren F. Klein Jacob Eisenstein MILM GNN AI4CE 72 21 0 12 Mar 2021
Explaining and Improving BERT Performance on Lexical Semantic Change Detection Severin Laicher Sinan Kurtyigit Dominik Schlechtweg Jonas Kuhn Sabine Schulte im Walde 72 54 0 12 Mar 2021
Effects of Pre- and Post-Processing on type-based Embeddings in Lexical Semantic Change Detection Jens Kaiser Sinan Kurtyigit Serge Kotchourko Dominik Schlechtweg 60 10 0 22 Jan 2021
Continual Lifelong Learning in Natural Language Processing: A Survey Magdalena Biesialska Katarzyna Biesialska Marta R. Costa-jussá KELM CLL 97 222 0 17 Dec 2020
SChME at SemEval-2020 Task 1: A Model Ensemble for Detecting Lexical Semantic Change Mauricio G. Gruppi S. Adali Pin-Yu Chen 48 4 0 02 Dec 2020
Learning language variations in news corpora through differential embeddings Carlos Selmo J. F. Martínez M. G. Beiró José Ignacio Alvarez-Hamelin 22 0 0 13 Nov 2020
OP-IMS @ DIACR-Ita: Back to the Roots: SGNS+OP+CD still rocks Semantic Change Detection Jens Kaiser Dominik Schlechtweg Sabine Schulte im Walde 54 12 0 06 Nov 2020
QMUL-SDS @ DIACR-Ita: Evaluating Unsupervised Diachronic Lexical Semantics Classification in Italian Rabab Alkhalifa Adam Tsakalidis A. Zubiaga Maria Liakata 33 1 0 05 Nov 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 112 52 0 23 Oct 2020
UoB at SemEval-2020 Task 1: Automatic Identification of Novel Word Senses Eleri Sarsfield Harish Tayyar Madabushi 51 3 0 18 Oct 2020
RuSemShift: a dataset of historical lexical semantic change in Russian J. Rodina Andrey Kutuzov 58 34 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 78 22 0 02 Oct 2020
Enriching Word Embeddings with Temporal and Spatial Information Hongyu Gong S. Bhat Pramod Viswanath 94 12 0 02 Oct 2020
Measuring prominence of scientific work in online news as a proxy for impact James Ravenscroft A. Clare Maria Liakata 13 0 0 28 Jul 2020
SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection Dominik Schlechtweg Barbara McGillivray Simon Hengchen Haim Dubossarsky Nina Tahmasebi 265 242 0 22 Jul 2020
Living Machines: A study of atypical animacy Mariona Coll Ardanuy F. Nanni K. Beelen Kasra Hosseini R. Ahnert J. Lawrence Katherine McDonough Giorgia Tolfo Daniel C. S. Wilson Barbara McGillivray 56 20 0 22 May 2020
UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical Semantic Change Detection Andrey Kutuzov Mario Giulianelli 87 59 0 30 Apr 2020
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli Marco Del Tredici Raquel Fernández 90 186 0 29 Apr 2020
Compass-aligned Distributional Embeddings for Studying Semantic Differences across Corpora Federico Bianchi Valerio Di Carlo P. Nicoli M. Palmonari 30 7 0 13 Apr 2020
Word Embeddings Inherently Recover the Conceptual Organization of the Human Mind Victor Swift 21 0 0 06 Feb 2020
Where New Words Are Born: Distributional Semantic Analysis of Neologisms and Their Semantic Neighborhoods Maria Ryskina Ella Rabinovich Taylor Berg-Kirkpatrick David R. Mortensen Yulia Tsvetkov NAI 105 34 0 21 Jan 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 111 47 0 18 Jan 2020
Leveraging Contextual Embeddings for Detecting Diachronic Semantic Shift Matej Martinc Petra Kralj Novak Senja Pollak 72 72 0 02 Dec 2019
Generating Timelines by Modeling Semantic Change Guy D. Rosin Kira Radinsky 45 7 0 21 Sep 2019
Follow the Leader: Documents on the Leading Edge of Semantic Change Get More Citations Sandeep Soni Kristina Lerman Jacob Eisenstein AI4TS 57 12 0 09 Sep 2019