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Dynamic Word Embeddings for Evolving Semantic Discovery

2 March 2017

Yifan Sun

Papers citing "Dynamic Word Embeddings for Evolving Semantic Discovery"

50 / 69 papers shown

Title
A Study into Investigating Temporal Robustness of LLMs Jonas Wallat Abdelrahman Abdallah Adam Jatowt Avishek Anand 73 3 0 21 Mar 2025
Detecting Turkish Synonyms Used in Different Time Periods Umur Togay Yazar Mucahid Kutlu 109 0 0 24 Nov 2024
BERTrend: Neural Topic Modeling for Emerging Trends Detection Allaa Boutaleb Jerome Picault Guillaume Grosjean 49 1 0 08 Nov 2024
Inducing lexicons of in-group language with socio-temporal context Christine de Kock 85 0 0 28 Sep 2024
Visualizing Temporal Topic Embeddings with a Compass Daniel Palamarchuk Lemara Williams Brian Mayer Thomas Danielson Rebecca Faust Larry Deschaine Chris North AI4TS 52 1 0 16 Sep 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Taichi Aida Danushka Bollegala 94 5 0 01 Mar 2024
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling Talia Tseriotou Ryan Sze-Yin Chan Adam Tsakalidis I. Bilal E. Kochkina Terry Lyons Maria Liakata 62 1 0 06 Dec 2023
Can Word Sense Distribution Detect Semantic Changes of Words? Xiaohang Tang Yi Zhou Taichi Aida Procheta Sen Danushka Bollegala 90 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 73 4 0 16 Oct 2023
Zero-shot Cross-lingual Transfer without Parallel Corpus Yuyang Zhang Xiaofeng Han Baojun Wang VLM 84 0 0 07 Oct 2023
Contextualized Word Vector-based Methods for Discovering Semantic Differences with No Training nor Word Alignment Ryo Nagata Hiroya Takamura Naoki Otani Yoshifumi Kawasaki OffRL 55 0 0 19 May 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings Taichi Aida Danushka Bollegala 68 9 0 15 May 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 108 6 0 13 Apr 2023
VideoMap: Supporting Video Editing Exploration, Brainstorming, and Prototyping in the Latent Space David Chuan-En Lin Fabian Caba Heilbron Joon-Young Lee Oliver Wang Nikolas Martelaro VGen 85 4 0 22 Nov 2022
Domain-Specific Word Embeddings with Structure Prediction Stephanie Brandl D. Lassner A. Baillot Shinichi Nakajima OOD AI4TS 54 1 0 06 Oct 2022
Trust in Motion: Capturing Trust Ascendancy in Open-Source Projects using Hybrid AI H. Sánchez Briland Hitaj 74 1 0 06 Oct 2022
Subdiffusive semantic evolution in Indo-European languages Bogdán Asztalos Gergely Palla Dániel Czégel 43 1 0 10 Sep 2022
Word Embedding for Social Sciences: An Interdisciplinary Survey Akira Matsui Emilio Ferrara 64 6 0 07 Jul 2022
Learning Backward Compatible Embeddings Weihua Hu Rajas Bansal Kaidi Cao Nikhil S. Rao Karthik Subbian J. Leskovec 41 17 0 07 Jun 2022
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings Sidsel Boldsen Patrizia Paggio 85 2 0 17 May 2022
Temporal Attention for Language Models Guy D. Rosin Kira Radinsky VLM 123 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
Understanding mobility in networks: A node embedding approach Matheus F. C. Barros C. H. G. Ferreira B. P. Santos L. A. P. Júnior Marco Mellia Jussara M. Almeida 42 0 0 11 Nov 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 70 21 0 22 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
NLP for Climate Policy: Creating a Knowledge Platform for Holistic and Effective Climate Action Pradip Swarnakar Ashutosh Modi AILaw 63 9 0 12 May 2021
When FastText Pays Attention: Efficient Estimation of Word Representations using Constrained Positional Weighting Vít Novotný Michal Štefánik E. F. Ayetiran Petr Sojka Radim Řehůřek 48 4 0 19 Apr 2021
Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers Sandeep Soni Lauren F. Klein Jacob Eisenstein MILM GNN AI4CE 77 21 0 12 Mar 2021
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks Mauricio G. Gruppi Sibel Adali Pin-Yu Chen 48 6 0 30 Jan 2021
Event-Driven Query Expansion Guy D. Rosin Ido Guy Kira Radinsky NAI 45 8 0 22 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 34 0 0 13 Nov 2020
Generalized Constraints as A New Mathematical Problem in Artificial Intelligence: A Review and Perspective Bao-Gang Hu Hanbing Qu AI4CE 112 1 0 12 Nov 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 116 52 0 23 Oct 2020
Enriching Word Embeddings with Temporal and Spatial Information Hongyu Gong S. Bhat Pramod Viswanath 97 12 0 02 Oct 2020
BATS: A Spectral Biclustering Approach to Single Document Topic Modeling and Segmentation Qiong Wu Adam Hare Sirui Wang Yuwei Tu Zhenming Liu Christopher G. Brinton Jun Luo 69 13 0 05 Aug 2020
SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection Dominik Schlechtweg Barbara McGillivray Simon Hengchen Haim Dubossarsky Nina Tahmasebi 268 242 0 22 Jul 2020
Fantastic Embeddings and How to Align Them: Zero-Shot Inference in a Multi-Shop Scenario Federico Bianchi Jacopo Tagliabue Bingqing Yu Luca Bigon C. Greco 52 22 0 20 Jul 2020
Communicative need modulates competition in language change Andres Karjus Richard A. Blythe S. Kirby Kenny Smith 72 11 0 16 Jun 2020
GM-CTSC at SemEval-2020 Task 1: Gaussian Mixtures Cross Temporal Similarity Clustering Pierluigi Cassotti A. Caputo Marco Polignano Pierpaolo Basile 64 5 0 20 May 2020
RPD: A Distance Function Between Word Embeddings Xuhui Zhou Zaixiang Zheng Shujian Huang 35 3 0 16 May 2020
Autoencoding Word Representations through Time for Semantic Change Detection Adam Tsakalidis Maria Liakata AI4TS 67 1 0 28 Apr 2020
Compass-aligned Distributional Embeddings for Studying Semantic Differences across Corpora Federico Bianchi Valerio Di Carlo P. Nicoli M. Palmonari 42 7 0 13 Apr 2020
A Precisely Xtreme-Multi Channel Hybrid Approach For Roman Urdu Sentiment Analysis Faiza Mehmood M. Ghani Muhammad Ali Ibrahim Rehab Shahzadi Muhammad Nabeel Asim 36 30 0 11 Mar 2020
An Improved Historical Embedding without Alignment Xiaofei Xu Ke Deng Fei Hu Li Li AI4TS 31 0 0 19 Oct 2019
Generating Timelines by Modeling Semantic Change Guy D. Rosin Kira Radinsky 55 7 0 21 Sep 2019
Learning Dynamic Author Representations with Temporal Language Models E. Delasalles Sylvain Lamprier Ludovic Denoyer 57 9 0 11 Sep 2019
Follow the Leader: Documents on the Leading Edge of Semantic Change Get More Citations Sandeep Soni Kristina Lerman Jacob Eisenstein AI4TS 66 12 0 09 Sep 2019
Back to the Future -- Sequential Alignment of Text Representations Johannes Bjerva Wouter M. Kouw Isabelle Augenstein AI4TS 48 9 0 08 Sep 2019
Learning dynamic word embeddings with drift regularisation Syrielle Montariol A. Allauzen 22 0 0 22 Jul 2019