v1v2 (latest)

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

Annual Meeting of the Association for Computational Linguistics (ACL), 2016

2 June 2016

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

25 / 25 papers shown

Correspondence Analysis and PMI-Based Word Embeddings: A Comparative Study

Qianqian Qi

D. Hessen

Peter G. M. van der Heijden

334

31 May 2024

Musical Word Embedding for Music Tagging and Retrieval

264

21 Apr 2024

NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation

Xuansheng Wu

Zhiyi Zhao

Ninghao Liu

185

24 Feb 2023

A Topological Approach to Compare Document Semantics Based on a New Variant of Syntactic N-grams

F. Meng

188

08 Mar 2021

Comparative Probing of Lexical Semantics Theories for Cognitive Plausibility and Technological UsefulnessInternational Conference on Computational Linguistics (COLING), 2020

João Rodrigues

150

16 Nov 2020

Comparative Analysis of Word Embeddings for Capturing Word Similarities

Martina Toshevska

Frosina Stojanovska

Jovan Kalajdjieski

155

08 May 2020

Data-driven models and computational tools for neurolinguistics: a language technology perspective

197

23 Mar 2020

Supervised Phrase-boundary EmbeddingsInternational Symposium on Intelligent Data Analysis (IDA), 2020

Manni Singh

David J. Weston

M. Levene

104

15 Feb 2020

A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings

G. R. Claramunt

Rodrigo Agerri

German Rigau

276

17 Jan 2020

Why So Down? The Role of Negative (and Positive) Pointwise Mutual Information in Distributional Semantics

Alexandre Salle

Aline Villavicencio

202

19 Aug 2019

Learning Semantic Representations for Novel Words: Leveraging Both Form and ContextAAAI Conference on Artificial Intelligence (AAAI), 2018

Timo Schick

Hinrich Schütze

AI4TS NAI

193

09 Nov 2018

Parameter-free Sentence Embedding via Orthogonal Basis

Ziyi Yang

Chenguang Zhu

Weizhu Chen

234

30 Sep 2018

Meta-Embedding as Auxiliary Task Regularization

J. Ó. Neill

Danushka Bollegala

SSL

362

16 Sep 2018

Coherence-Aware Neural Topic Modeling

271

07 Sep 2018

Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models

Mohammad Taher Pilehvar

Dimitri Kartsaklis

Victor Prokhorov

Nigel Collier

170

28 Aug 2018

Angular-Based Word Meta-Embedding Learning

James OÑeill

Danushka Bollegala

191

13 Aug 2018

Cross-lingual Word Analogies using Linear Transformations between Semantic Spaces

Tomas Brychcin

Stephen Eugene Taylor

Lukás Svoboda

155

11 Jul 2018

Incorporating Subword Information into Matrix Factorization Word Embeddings

Alexandre Salle

Aline Villavicencio

188

09 May 2018

Object and Text-guided Semantics for CNN-based Activity Recognition

187

04 May 2018

Experiential, Distributional and Dependency-based Word Embeddings have Complementary Roles in Decoding Brain Activity

162

25 Nov 2017

Phonological (un)certainty weights lexical activation

107

17 Nov 2017

Improving Negative Sampling for Word Representation using Self-embedded FeaturesWeb Search and Data Mining (WSDM), 2017

340

26 Oct 2017

SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation

874

2,074

31 Jul 2017

Word Embeddings via Tensor Factorization

Eric Bailey

Shuchin Aeron

180

10 Apr 2017

Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory

Alexandre Salle

M. Idiart

Aline Villavicencio

268

03 Jun 2016