Dynamic Word Embeddings

27 February 2017

Papers citing "Dynamic Word Embeddings"

48 / 98 papers shown

Title
Autoencoding Word Representations through Time for Semantic Change Detection Adam Tsakalidis Maria Liakata AI4TS 14 1 0 28 Apr 2020
Compass-aligned Distributional Embeddings for Studying Semantic Differences across Corpora Federico Bianchi Valerio Di Carlo P. Nicoli M. Palmonari 12 7 0 13 Apr 2020
SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space Ao Liu Rui Wang Hao Wang AAML 6 2 0 12 Apr 2020
Temporal Embeddings and Transformer Models for Narrative Text Understanding K. Vani Simone Mellace Alessandro Antonucci 20 10 0 19 Mar 2020
Variational Bayesian Quantization Yibo Yang Robert Bamler Stephan Mandt BDL MQ 11 5 0 18 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 33 33 0 21 Jan 2020
Simulating Lexical Semantic Change from Sense-Annotated Data Dominik Schlechtweg Sabine Schulte im Walde 13 26 0 09 Jan 2020
Learning Hawkes Processes from a Handful of Events Farnood Salehi W. Trouleau Matthias Grossglauser Patrick Thiran BDL CML 11 36 0 01 Nov 2019
USTAR: Online Multimodal Embedding for Modeling User-Guided Spatiotemporal Activity Amila Silva S. Karunasekera C. Leckie Ling Luo 19 4 0 23 Oct 2019
Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling Wenxiang Jiao Irwin King Michael R. Lyu 12 0 0 21 Oct 2019
An Improved Historical Embedding without Alignment Xiaofei Xu Ke Deng Fei Hu Li Li AI4TS 19 0 0 19 Oct 2019
Complex networks based word embeddings Yang Qu Victor Connes GNN 14 1 0 03 Oct 2019
Tightening Bounds for Variational Inference by Revisiting Perturbation Theory Robert Bamler Cheng Zhang Manfred Opper Stephan Mandt 14 3 0 30 Sep 2019
Generating Timelines by Modeling Semantic Change Guy D. Rosin Kira Radinsky 15 7 0 21 Sep 2019
Learning Dynamic Author Representations with Temporal Language Models E. Delasalles Sylvain Lamprier Ludovic Denoyer 19 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 29 12 0 09 Sep 2019
Empirical Study of Diachronic Word Embeddings for Scarce Data Syrielle Montariol A. Allauzen 11 9 0 04 Sep 2019
Learning dynamic word embeddings with drift regularisation Syrielle Montariol A. Allauzen 6 0 0 22 Jul 2019
The Dynamic Embedded Topic Model Adji Bousso Dieng Francisco J. R. Ruiz David M. Blei BDL 15 87 0 12 Jul 2019
GP-VAE: Deep Probabilistic Time Series Imputation Vincent Fortuin Dmitry Baranchuk Gunnar Rätsch Stephan Mandt BDL AI4TS 17 245 0 09 Jul 2019
Diachronic Embedding for Temporal Knowledge Graph Completion Rishab Goel Seyed Mehran Kazemi Marcus A. Brubaker Pascal Poupart 27 340 0 06 Jul 2019
A Quantum Field Theory of Representation Learning Robert Bamler Stephan Mandt AI4CE 11 0 0 04 Jul 2019
Augmenting and Tuning Knowledge Graph Embeddings Robert Bamler Farnood Salehi Stephan Mandt 11 7 0 01 Jul 2019
Dynamic Network Embeddings for Network Evolution Analysis Chuanchang Chen Y. Tao Hai Lin 22 7 0 24 Jun 2019
Second-order Co-occurrence Sensitivity of Skip-Gram with Negative Sampling Dominik Schlechtweg Cennet Oguz Sabine Schulte im Walde 13 11 0 06 Jun 2019
Training Temporal Word Embeddings with a Compass Valerio Di Carlo Federico Bianchi M. Palmonari 28 66 0 05 Jun 2019
Time-Out: Temporal Referencing for Robust Modeling of Lexical Semantic Change Haim Dubossarsky Simon Hengchen Nina Tahmasebi Dominik Schlechtweg 14 101 0 04 Jun 2019
Representation Learning for Dynamic Graphs: A Survey Seyed Mehran Kazemi Rishab Goel Kshitij Jain I. Kobyzev Akshay Sethi Peter Forsyth Pascal Poupart AI4TS AI4CE GNN 20 445 0 27 May 2019
Tracing cultural diachronic semantic shifts in Russian using word embeddings: test sets and baselines Vadim Fomin Daria Bakshandaeva J. Rodina Andrey Kutuzov 11 6 0 16 May 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 22 1,477 0 10 Jan 2019
dynnode2vec: Scalable Dynamic Network Embedding Sedigheh Mahdavi Shima Khoshraftar Aijun An 11 112 0 06 Dec 2018
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors Yansen Wang Ying Shen Zhun Liu Paul Pu Liang Amir Zadeh Louis-Philippe Morency 22 394 0 23 Nov 2018
Temporal Graph Offset Reconstruction: Towards Temporally Robust Graph Representation Learning Stephen Bonner John Brennan Ibad Kureshi Georgios Theodoropoulos A. Mcgough B. Obara OOD 25 15 0 20 Nov 2018
Survey of Computational Approaches to Lexical Semantic Change Nina Tahmasebi L. Borin Adam Jatowt 15 163 0 15 Nov 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 11 300 0 09 Jun 2018
Scalable Generalized Dynamic Topic Models P. Jähnichen F. Wenzel Marius Kloft Stephan Mandt BDL 33 40 0 21 Mar 2018
Representation Learning over Dynamic Graphs Rakshit S. Trivedi Mehrdad Farajtabar P. Biswal H. Zha AI4TS AI4CE 6 51 0 11 Mar 2018
Improving Optimization for Models With Continuous Symmetry Breaking Robert Bamler Stephan Mandt DRL 22 14 0 08 Mar 2018
Deep Temporal-Recurrent-Replicated-Softmax for Topical Trends over Time Pankaj Gupta S. Rajaram Hinrich Schütze B. Andrassy BDL AI4TS 22 12 0 15 Nov 2017
Advances in Variational Inference Cheng Zhang Judith Butepage Hedvig Kjellström Stephan Mandt BDL 38 684 0 15 Nov 2017
Bayesian Paragraph Vectors Geng Ji Robert Bamler Erik B. Sudderth Stephan Mandt BDL 3DV 11 5 0 10 Nov 2017
Structured Embedding Models for Grouped Data Maja R. Rudolph Francisco J. R. Ruiz Susan Athey David M. Blei 22 36 0 28 Sep 2017
Attention-based Mixture Density Recurrent Networks for History-based Recommendation Tiantian Wang Kyunghyun Cho HAI 19 8 0 22 Sep 2017
Perturbative Black Box Variational Inference Robert Bamler Cheng Zhang Manfred Opper Stephan Mandt BDL 18 40 0 21 Sep 2017
Structured Black Box Variational Inference for Latent Time Series Models Robert Bamler Stephan Mandt BDL 25 15 0 04 Jul 2017
Dynamic Bernoulli Embeddings for Language Evolution Maja R. Rudolph David M. Blei BDL 6 34 0 23 Mar 2017
Bayesian Neural Word Embedding Oren Barkan BDL 131 87 0 21 Mar 2016