Dynamic Word Embeddings

27 February 2017

Papers citing "Dynamic Word Embeddings"

50 / 98 papers shown

Title
The cell as a token: high-dimensional geometry in language models and cell embeddings William Gilpin 77 0 0 26 Mar 2025
Discovering emergent connections in quantum physics research via dynamic word embeddings Felix Frohnert Xuemei Gu Mario Krenn Evert P L van Nieuwenburg AI4CE 29 1 0 10 Nov 2024
RiskSEA : A Scalable Graph Embedding for Detecting On-chain Fraudulent Activities on the Ethereum Blockchain Ayush Agarwal Lv Lu Arjun Maheswaran Varsha Mahadevan Bhaskar Krishnamachari GNN 16 0 0 03 Oct 2024
TempoFormer: A Transformer for Temporally-aware Representations in Change Detection Talia Tseriotou Adam Tsakalidis Maria Liakata 31 0 0 28 Aug 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 23 17 0 20 Dec 2023
Sig-Networks Toolkit: Signature Networks for Longitudinal Language Modelling Talia Tseriotou Ryan Sze-Yin Chan Adam Tsakalidis I. Bilal E. Kochkina Terry Lyons M. Liakata 24 1 0 06 Dec 2023
$Once Upon a $\textit{Time}$ in $\textit{Graph}$: Relative-Time Pretraining for Complex Temporal Reasoning$ Once Upon a $\textit{Time}$ in $\textit{Graph}$ : Relative-Time Pretraining for Complex Temporal Reasoning Sen Yang Xin Li Li Bing Wai Lam AI4CE 21 9 0 23 Oct 2023
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model Lingfeng Shen Haiyun Jiang Lemao Liu Shuming Shi 21 2 0 04 Jun 2023
adSformers: Personalization from Short-Term Sequences and Diversity of Representations in Etsy Ads A. Awad Denisa Roberts Eden Dolev Andrea Heyman Zahra Ebrahimzadeh Zoe Weil Marcin Mejran Vaibhav Malpani Mahir Yavuz 28 6 0 02 Feb 2023
Neural Dynamic Focused Topic Model K. Cvejoski Ramses J. Sanchez C. Ojeda OOD BDL 11 2 0 26 Jan 2023
Metadata Might Make Language Models Better K. Beelen Daniel Alexander van Strien AI4CE 30 0 0 18 Nov 2022
Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change Zhao-yu Su Zecheng Tang Xinyan Guan Juntao Li Lijun Wu M. Zhang CLL AI4CE 24 22 0 31 Oct 2022
Domain-Specific Word Embeddings with Structure Prediction Stephanie Brandl D. Lassner A. Baillot Shinichi Nakajima OOD AI4TS 11 1 0 06 Oct 2022
Trust in Motion: Capturing Trust Ascendancy in Open-Source Projects using Hybrid AI H. Sánchez B. Hitaj 27 1 0 06 Oct 2022
Temporal Analysis on Topics Using Word2Vec A. Sandhu Aneesh Edara Vishesh Narayan Faizan Wajid A. Agrawala 9 0 0 23 Sep 2022
Subdiffusive semantic evolution in Indo-European languages Bogdán Asztalos Gergely Palla Dániel Czégel 17 1 0 10 Sep 2022
Markovian Gaussian Process Variational Autoencoders Harrison Zhu Carles Balsells Rodas Yingzhen Li BDL AI4TS 38 14 0 12 Jul 2022
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings Sidsel Boldsen Patrizia Paggio 14 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 21 49 0 05 May 2022
Probabilistic Embeddings with Laplacian Graph Priors V. Yrjänäinen Måns Magnusson 18 0 0 25 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 26 33 0 04 Feb 2022
Understanding Entropy Coding With Asymmetric Numeral Systems (ANS): a Statistician's Perspective Robert Bamler 30 11 0 05 Jan 2022
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora Hila Gonen Ganesh Jawahar Djamé Seddah Yoav Goldberg 18 65 0 28 Dec 2021
On the Universality of Deep Contextual Language Models Shaily Bhatt Poonam Goyal Sandipan Dandapat Monojit Choudhury Sunayana Sitaram ELM 23 5 0 15 Sep 2021
Theoretical foundations and limits of word embeddings: what types of meaning can they capture? Alina Arseniev-Koehler 28 19 0 22 Jul 2021
A Statistical Model of Word Rank Evolution Alex John Quijano Rick Dale Suzanne S. Sindi 22 0 0 21 Jul 2021
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 28 264 0 29 Jun 2021
Dynamic Language Models for Continuously Evolving Content Spurthi Amba Hombaiah Tao Chen Mingyang Zhang Michael Bendersky Marc Najork CLL KELM 34 37 0 11 Jun 2021
A diachronic evaluation of gender asymmetry in euphemism A. Kapron-King Yang Xu 12 6 0 03 Jun 2021
The challenges of temporal alignment on Twitter during crises Aniket Pramanick Tilman Beck Kevin Stowe Iryna Gurevych 17 3 0 17 Apr 2021
Measuring diachronic sense change: new models and Monte Carlo methods for Bayesian inference Schyan Zafar Geoff K. Nicholls 19 2 0 14 Apr 2021
On Disentanglement in Gaussian Process Variational Autoencoders Simon Bing Vincent Fortuin Gunnar Rätsch CML CoGe BDL DRL 14 9 0 10 Feb 2021
Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks Mauricio G. Gruppi Sibel Adali Pin-Yu Chen 4 6 0 30 Jan 2021
Challenges for Computational Lexical Semantic Change Simon Hengchen Nina Tahmasebi Dominik Schlechtweg Haim Dubossarsky 16 28 0 19 Jan 2021
A Survey on Embedding Dynamic Graphs Claudio D. T. Barros Matheus R. F. Mendonça A. Vieira A. Ziviani AI4TS AI4CE 21 122 0 04 Jan 2021
Detecting and Adapting to Irregular Distribution Shifts in Bayesian Online Learning Aodong Li Alex Boyd Padhraic Smyth Stephan Mandt 13 21 0 15 Dec 2020
SChME at SemEval-2020 Task 1: A Model Ensemble for Detecting Lexical Semantic Change Mauricio G. Gruppi S. Adali Pin-Yu Chen 6 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 4 0 0 13 Nov 2020
Semantic coordinates analysis reveals language changes in the AI field Zining Zhu Yang Xu Frank Rudzicz 26 0 0 01 Nov 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 36 51 0 23 Oct 2020
UoB at SemEval-2020 Task 1: Automatic Identification of Novel Word Senses Eleri Sarsfield Harish Tayyar Madabushi 11 3 0 18 Oct 2020
Enriching Word Embeddings with Temporal and Spatial Information Hongyu Gong S. Bhat Pramod Viswanath 19 12 0 02 Oct 2020
Learning Insulin-Glucose Dynamics in the Wild Andrew C. Miller N. Foti E. Fox AI4TS 12 20 0 06 Aug 2020
GRADE: Graph Dynamic Embedding Simeon E. Spasov A. D. Stefano Pietro Lió Jian Tang 10 4 0 16 Jul 2020
Navigating the Dynamics of Financial Embeddings over Time Antonia Gogoglou Brian Nguyen A. Salimov Jonathan Rider C. B. Bruss AI4TS AIFin 20 5 0 01 Jul 2020
Seq2Tens: An Efficient Representation of Sequences by Low-Rank Tensor Projections Csaba Tóth Patric Bonnier Harald Oberhauser AI4TS 11 12 0 12 Jun 2020
UiO-UvA at SemEval-2020 Task 1: Contextualised Embeddings for Lexical Semantic Change Detection Andrey Kutuzov Mario Giulianelli 6 57 0 30 Apr 2020
Analysing Lexical Semantic Change with Contextualised Word Representations Mario Giulianelli Marco Del Tredici Raquel Fernández 14 182 0 29 Apr 2020