Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change

30 May 2016

Dan Jurafsky

Papers citing "Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change"

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Title
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 78 5 0 13 Mar 2025
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach Suchana Datta Dwaipayan Roy Derek Greene G. Meaney 46 0 0 12 Jan 2025
Words and Action: Modeling Linguistic Leadership in #BlackLivesMatter Communities Dani Roytburg Deborah Olorunisola Sandeep Soni Lauren F. Klein 64 0 0 03 Dec 2024
Time Awareness in Large Language Models: Benchmarking Fact Recall Across Time David Herel Vojtech Bartek Jiri Jirak Tomáš Mikolov 50 3 0 20 Sep 2024
Exploring Sound Change Over Time: A Review of Computational and Human Perception Siqi He Wei Zhao 46 1 0 06 Jul 2024
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations Lorenzo Basile Santiago Acevedo Luca Bortolussi Fabio Anselmi Alex Rodriguez 48 4 0 22 Jun 2024
Syntactic Language Change in English and German: Metrics, Parsers, and Convergences Yanran Chen Wei-Ye Zhao Anne Breitbarth Manuel Stoeckel Alexander Mehler Steffen Eger 32 2 0 18 Feb 2024
Time is Encoded in the Weights of Finetuned Language Models Kai Nylund Suchin Gururangan Noah A. Smith AI4TS 31 18 0 20 Dec 2023
An Embedded Diachronic Sense Change Model with a Case Study from Ancient Greek Schyan Zafar Geoff K. Nicholls 37 1 0 01 Nov 2023
Substitution-based Semantic Change Detection using Contextual Embeddings Dallas Card 28 12 0 05 Sep 2023
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices Elizaveta Kostenok D. Cherniavskii Alexey Zaytsev 56 5 0 22 Aug 2023
A Tale of Two Laws of Semantic Change: Predicting Synonym Changes with Distributional Semantic Models Bastien Liétard Mikaela Keller Pascal Denis 27 1 0 30 May 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 19 0 0 19 May 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings Taichi Aida Danushka Bollegala 26 8 0 15 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 58 66 0 10 May 2023
SemEval-2023 Task 12: Sentiment Analysis for African Languages (AfriSenti-SemEval) Shamsuddeen Hassan Muhammad Idris Abdulmumin Seid Muhie Yimam David Ifeoluwa Adelani I. Ahmad N. Ousidhoum A. Ayele Saif M. Mohammad Meriem Beloucif Sebastian Ruder 38 67 0 13 Apr 2023
Computational modeling of semantic change Nina Tahmasebi Haim Dubossarsky 34 6 0 13 Apr 2023
PWESuite: Phonetic Word Embeddings and Tasks They Facilitate Vilém Zouhar Kalvin Chang Chenxuan Cui Nathaniel Carlson Nathaniel R. Robinson Mrinmaya Sachan David R. Mortensen 31 2 0 05 Apr 2023
Trustworthy Social Bias Measurement Rishi Bommasani Percy Liang 32 10 0 20 Dec 2022
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
Trust in Motion: Capturing Trust Ascendancy in Open-Source Projects using Hybrid AI H. Sánchez Briland Hitaj 32 1 0 06 Oct 2022
TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media Daniel Loureiro Aminette D'Souza Areej Muhajab Isabella A. White Gabriel Wong Luis Espinosa Anke Leonardo Neves Francesco Barbieri Jose Camacho-Collados 29 25 0 15 Sep 2022
A Survey on Temporal Graph Representation Learning and Generative Modeling Shubham Gupta Srikanta J. Bedathur AI4TS AI4CE 32 6 0 25 Aug 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 36 5 0 22 Jun 2022
TransDrift: Modeling Word-Embedding Drift using Transformer Nishtha Madaan Prateek Chaudhury Nishant Kumar Srikanta J. Bedathur 35 1 0 16 Jun 2022
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings Sidsel Boldsen Patrizia Paggio 22 2 0 17 May 2022
Noun2Verb: Probabilistic frame semantics for word class conversion Lei Yu Yang Xu 28 0 0 12 May 2022
Identifying Moments of Change from Longitudinal User Text Adam Tsakalidis F. Nanni Anthony Hills Jenny Chim Jiayu Song M. Liakata 19 32 0 11 May 2022
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers Rabab Alkhalifa E. Kochkina A. Zubiaga 19 25 0 11 May 2022
Entity Cloze By Date: What LMs Know About Unseen Entities Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett KELM 29 49 0 05 May 2022
Semantically Informed Slang Interpretation Zhewei Sun R. Zemel Yang Xu 25 7 0 02 May 2022
Geographic Adaptation of Pretrained Language Models Valentin Hofmann Goran Glavavs Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 21 16 0 16 Mar 2022
Slangvolution: A Causal Analysis of Semantic Change and Frequency Dynamics in Slang Daphna Keidar Andreas Opedal Zhijing Jin Mrinmaya Sachan 33 21 0 09 Mar 2022
TimeLMs: Diachronic Language Models from Twitter Daniel Loureiro Francesco Barbieri Leonardo Neves Luis Espinosa Anke Jose Camacho-Collados 41 249 0 08 Feb 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 34 33 0 04 Feb 2022
NorDiaChange: Diachronic Semantic Change Dataset for Norwegian Andrey Kutuzov Samia Touileb Petter Maehlum Tita Ranveig Enstad Alexandra Wittemann 39 9 0 13 Jan 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
Temporal Effects on Pre-trained Models for Language Processing Tasks Oshin Agarwal A. Nenkova VLM 28 53 0 24 Nov 2021
Diachronic Text Mining Investigation of Therapeutic Candidates for COVID-19 James Powell Kari Sentz 24 0 0 26 Oct 2021
LMSOC: An Approach for Socially Sensitive Pretraining Vivek Kulkarni Shubhanshu Mishra A. Haghighi 20 13 0 20 Oct 2021
How to Do Things without Words: Modeling Semantic Drift of Emoji Eyal Arviv Oren Tsur 42 2 0 08 Oct 2021
Named Entity Recognition and Classification on Historical Documents: A Survey Maud Ehrmann Ahmed Hamdi Elvys Linhares Pontes Matteo Romanello A. Doucet 63 108 0 23 Sep 2021
SWEAT: Scoring Polarization of Topics across Different Corpora Federico Bianchi Marco Marelli P. Nicoli M. Palmonari 34 6 0 15 Sep 2021
Assessing the Reliability of Word Embedding Gender Bias Measures Yupei Du Qixiang Fang D. Nguyen 46 21 0 10 Sep 2021
Predicting emergent linguistic compositions through time: Syntactic frame extension via multimodal chaining Lei Yu Yang Xu 32 8 0 10 Sep 2021
Capturing Stance Dynamics in Social Media: Open Challenges and Research Directions Rabab Alkhalifa A. Zubiaga 38 20 0 01 Sep 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 36 19 0 22 Jul 2021