Factors Influencing the Surprising Instability of Word Embeddings

25 April 2018

Papers citing "Factors Influencing the Surprising Instability of Word Embeddings"

13 / 13 papers shown

Title
Robust Concept Erasure via Kernelized Rate-Distortion Maximization Somnath Basu Roy Chowdhury Nicholas Monath Kumar Avinava Dubey Amr Ahmed Snigdha Chaturvedi 32 4 0 30 Nov 2023
Idioms, Probing and Dangerous Things: Towards Structural Probing for Idiomaticity in Vector Space Filip Klubicka Vasudevan Nedumpozhimana John D. Kelleher 38 4 0 27 Apr 2023
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
TransDrift: Modeling Word-Embedding Drift using Transformer Nishtha Madaan Prateek Chaudhury Nishant Kumar Srikanta J. Bedathur 33 1 0 16 Jun 2022
Predicting Embedding Reliability in Low-Resource Settings Using Corpus Similarity Measures Jonathan Dunn Haipeng Li Damian Sastre 19 5 0 09 Jun 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 36 66 0 10 May 2022
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora Hila Gonen Ganesh Jawahar Djamé Seddah Yoav Goldberg 28 65 0 28 Dec 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models Robert Wolfe Aylin Caliskan 87 51 0 01 Oct 2021
Assessing the Reliability of Word Embedding Gender Bias Measures Yupei Du Qixiang Fang D. Nguyen 46 21 0 10 Sep 2021
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems Laurel J. Orr Atindriyo Sanyal Xiao Ling Karan Goel Megan Leszczynski 25 18 0 11 Aug 2021
Communicative need modulates competition in language change Andres Karjus Richard A. Blythe S. Kirby Kenny Smith 15 11 0 16 Jun 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
The Influence of Down-Sampling Strategies on SVD Word Embedding Stability Johannes Hellrich B. Kampe U. Hahn 6 10 0 21 Aug 2018