Towards Understanding Linear Word Analogies

11 October 2018

Papers citing "Towards Understanding Linear Word Analogies"

7 / 7 papers shown

Title
Implicit Geometry of Next-token Prediction: From Language Sparsity Patterns to Model Representations Yize Zhao Tina Behnia V. Vakilian Christos Thrampoulidis 167 10 0 20 Feb 2025
The Geometry of Categorical and Hierarchical Concepts in Large Language Models Kiho Park Yo Joong Choe Yibo Jiang Victor Veitch 89 38 0 03 Jun 2024
Analogies Explained: Towards Understanding Word Embeddings Carl Allen Timothy M. Hospedales 69 144 0 28 Jan 2019
On the Dimensionality of Word Embedding Zi Yin Yuanyuan Shen 59 192 0 11 Dec 2018
Measuring Word Significance using Distributed Representations of Words A. Schakel Benjamin J. Wilson NAI 43 90 0 10 Aug 2015
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 397 33,550 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,512 0 16 Jan 2013