Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations

2 June 2016

Papers citing "Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations"

9 / 9 papers shown

Title
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 16 0 0 24 Feb 2023
A Topological Approach to Compare Document Semantics Based on a New Variant of Syntactic N-grams F. Meng 17 0 0 08 Mar 2021
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings G. R. Claramunt Rodrigo Agerri German Rigau 29 7 0 17 Jan 2020
Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics Alexandre Salle Aline Villavicencio 34 8 0 19 Aug 2019
Learning Semantic Representations for Novel Words: Leveraging Both Form and Context Timo Schick Hinrich Schütze AI4TS NAI 35 33 0 09 Nov 2018
Coherence-Aware Neural Topic Modeling Ran Ding Ramesh Nallapati Bing Xiang BDL 11 78 0 07 Sep 2018
Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity Samira Abnar Rasyan Ahmed Max Mijnheer Willem H. Zuidema 23 48 0 25 Nov 2017
Improving Negative Sampling for Word Representation using Self-embedded Features Long Chen Fajie Yuan J. Jose Weinan Zhang SSL 23 43 0 26 Oct 2017
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory Alexandre Salle M. Idiart Aline Villavicencio 16 30 0 03 Jun 2016