Temporal Analysis of Language through Neural Language Models

14 May 2014

Papers citing "Temporal Analysis of Language through Neural Language Models"

36 / 36 papers shown

Title
Words and Action: Modeling Linguistic Leadership in #BlackLivesMatter Communities Dani Roytburg Deborah Olorunisola Sandeep Soni Lauren F. Klein 64 0 0 03 Dec 2024
Contextualized Word Vector-based Methods for Discovering Semantic Differences with No Training nor Word Alignment Ryo Nagata Hiroya Takamura Naoki Otani Yoshifumi Kawasaki OffRL 19 0 0 19 May 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings Taichi Aida Danushka Bollegala 23 8 0 15 May 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 34 6 0 13 Apr 2023
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change Zhao-yu Su Zecheng Tang Xinyan Guan Juntao Li Lijun Wu Hao Fei CLL AI4CE 32 22 0 31 Oct 2022
Predicting Long-Term Citations from Short-Term Linguistic Influence Sandeep Soni David Bamman Jacob Eisenstein 23 2 0 24 Oct 2022
A Greek Parliament Proceedings Dataset for Computational Linguistics and Political Analysis Konstantina Dritsa Kaiti Thoma John Pavlopoulos Panos Louridas AILaw 21 1 0 23 Oct 2022
Bil-DOS: A Bi-lingual Dialogue Ordering System (for Subway) Zirong Chen Haotian Xue 20 0 0 11 Oct 2022
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings Sidsel Boldsen Patrizia Paggio 22 2 0 17 May 2022
Entity Cloze By Date: What LMs Know About Unseen Entities Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett KELM 23 49 0 05 May 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang Daphna Keidar Andreas Opedal Zhijing Jin Mrinmaya Sachan 27 20 0 09 Mar 2022
HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis Wen Qiu Yang Xu 6 18 0 08 Feb 2022
Temporal Attention for Language Models Guy D. Rosin Kira Radinsky VLM 31 33 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 31 65 0 28 Dec 2021
Opinions are Made to be Changed: Temporally Adaptive Stance Classification Rabab Alkhalifa E. Kochkina A. Zubiaga 22 22 0 27 Aug 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 33 19 0 22 Jul 2021
A Statistical Model of Word Rank Evolution Alex John Quijano Rick Dale Suzanne S. Sindi 30 0 0 21 Jul 2021
Abolitionist Networks: Modeling Language Change in Nineteenth-Century Activist Newspapers Sandeep Soni Lauren F. Klein Jacob Eisenstein MILM GNN AI4CE 36 21 0 12 Mar 2021
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 39 51 0 23 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 16 22 0 02 Oct 2020
Capturing Evolution in Word Usage: Just Add More Clusters? Matej Martinc Syrielle Montariol Elaine Zosa Lidia Pivovarova 43 47 0 18 Jan 2020
Follow the Leader: Documents on the Leading Edge of Semantic Change Get More Citations Sandeep Soni Kristina Lerman Jacob Eisenstein AI4TS 34 12 0 09 Sep 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 27 341 0 06 Jul 2019
A Wind of Change: Detecting and Evaluating Lexical Semantic Change across Times and Domains Dominik Schlechtweg Anna Hätty Marco Del Tredici Sabine Schulte im Walde 17 92 0 07 Jun 2019
Training Temporal Word Embeddings with a Compass Valerio Di Carlo Federico Bianchi M. Palmonari 31 66 0 05 Jun 2019
Studying the History of the Arabic Language: Language Technology and a Large-Scale Historical Corpus Yonatan Belinkov Alexander Magidow Alberto Barrón-Cedeño Avi Shmidman Maxim Romanov 11 48 0 11 Sep 2018
The Influence of Down-Sampling Strategies on SVD Word Embedding Stability Johannes Hellrich B. Kampe U. Hahn 6 10 0 21 Aug 2018
Tracking the Evolution of Words with Time-reflective Text Representations Roberto Camacho Barranco R. Santos M. S. Hossain 43 14 0 12 Jul 2018
Diachronic word embeddings and semantic shifts: a survey Andrey Kutuzov Lilja Øvrelid Terrence Szymanski Erik Velldal AI4TS 16 300 0 09 Jun 2018
Quantifying the dynamics of topical fluctuations in language Andres Karjus Richard A. Blythe S. Kirby Kenny Smith 17 20 0 02 Jun 2018
Dynamic Bernoulli Embeddings for Language Evolution Maja R. Rudolph David M. Blei BDL 11 34 0 23 Mar 2017
Dynamic Word Embeddings Robert Bamler Stephan Mandt BDL 161 231 0 27 Feb 2017
Tracing metaphors in time through self-distance in vector spaces Marco Del Tredici Malvina Nissim Andrea Zaninello LLMSV 6 14 0 10 Nov 2016
Exponential Family Embeddings Maja R. Rudolph Francisco J. R. Ruiz Stephan Mandt David M. Blei 22 107 0 02 Aug 2016
Cultural Shift or Linguistic Drift? Comparing Two Computational Measures of Semantic Change William L. Hamilton J. Leskovec Dan Jurafsky 24 229 0 09 Jun 2016
Statistically Significant Detection of Linguistic Change Vivek Kulkarni Rami Al-Rfou Bryan Perozzi Steven Skiena 49 470 0 12 Nov 2014