Uncovering divergent linguistic information in word embeddings with
lessons for intrinsic and extrinsic evaluation

Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation

6 September 2018

I. Lopez-Gazpio

ArXiv (abs)PDF HTML

Papers citing "Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation"

11 / 11 papers shown

Title
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 445 1,891 0 31 Jul 2017
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 232 9,986 0 15 Jul 2016
A Decomposable Attention Model for Natural Language Inference Ankur P. Parikh Oscar Täckström Dipanjan Das Jakob Uszkoreit 354 1,375 0 06 Jun 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 76 280 0 08 May 2016
Nonparametric Spherical Topic Modeling with Word Embeddings N. Batmanghelich A. Saeedi Karthik Narasimhan S. Gershman 66 88 0 01 Apr 2016
Ultradense Word Embeddings by Orthogonal Transformation S. Rothe Sebastian Ebert Hinrich Schütze 69 113 0 24 Feb 2016
Sparse Overcomplete Word Vector Representations Manaal Faruqui Yulia Tsvetkov Dani Yogatama Chris Dyer Noah A. Smith 75 198 0 05 Jun 2015
Document Classification by Inversion of Distributed Language Representations Matt Taddy 87 77 0 27 Apr 2015
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 108 1,304 0 15 Aug 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,565 0 16 Oct 2013
Domain and Function: A Dual-Space Model of Semantic Relations and Compositions Peter D. Turney CoGe 98 195 0 16 Sep 2013