SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation

15 August 2014

Papers citing "SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation"

50 / 154 papers shown

Title
A Rank-Based Similarity Metric for Word Embeddings Enrico Santus Hongmin Wang Emmanuele Chersoni Yue Zhang 26 19 0 04 May 2018
Bilingual Embeddings with Random Walks over Multilingual Wordnets J. Goikoetxea Aitor Soroa Etxabe Eneko Agirre 14 19 0 23 Apr 2018
Frustratingly Easy Meta-Embedding -- Computing Meta-Embeddings by Averaging Source Word Embeddings Joshua Coates Danushka Bollegala 8 86 0 14 Apr 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 37 633 0 14 Mar 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 34 183 0 21 Jan 2018
A Resource-Light Method for Cross-Lingual Semantic Textual Similarity Goran Glavaš Marc Franco-Salvador Simone Paolo Ponzetto Paolo Rosso 13 43 0 19 Jan 2018
Learning Multimodal Word Representation via Dynamic Fusion Methods Shaonan Wang Jiajun Zhang Chengqing Zong 21 32 0 02 Jan 2018
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks Anna Potapenko Artem Popov K. Vorontsov BDL 30 14 0 11 Nov 2017
Evaluation of Croatian Word Embeddings Lukás Svoboda Slobodan Beliga 18 10 0 06 Nov 2017
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 37 107 0 17 Oct 2017
Semantic speech retrieval with a visually grounded model of untranscribed speech Herman Kamper Gregory Shakhnarovich Karen Livescu 29 53 0 05 Oct 2017
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl Alexander Panchenko Eugen Ruppert Stefano Faralli Simone Paolo Ponzetto Chris Biemann 27 45 0 04 Oct 2017
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets Rotem Dror G. Baumer Marina Bogomolov Roi Reichart 18 77 0 27 Sep 2017
Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words Danushka Bollegala K. Hayashi Ken-ichi Kawarabayashi OffRL 35 40 0 19 Sep 2017
Human and Machine Judgements for Russian Semantic Relatedness Alexander Panchenko Dmitry Ustalov N. Arefyev Denis Paperno N. Konstantinova Natalia Loukachevitch Chris Biemann VLM 16 49 0 31 Aug 2017
Learning Chinese Word Representations From Glyphs Of Characters Tzu-Ray Su Hung-yi Lee 27 86 0 16 Aug 2017
A Semantics-Based Measure of Emoji Similarity Sanjaya Wijeratne Lakshika Balasuriya A. Sheth Derek Doran 6 64 0 14 Jul 2017
Scientific document summarization via citation contextualization and scientific discourse Arman Cohan Nazli Goharian 75 94 0 12 Jun 2017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints N. Mrksic Ivan Vulić Diarmuid Ó Séaghdha Ira Leviant Roi Reichart Milica Gasic Anna Korhonen S. Young 29 224 0 01 Jun 2017
Construction of a Japanese Word Similarity Dataset Yuya Sakaizawa Mamoru Komachi 25 12 0 17 Mar 2017
Sound-Word2Vec: Learning Word Representations Grounded in Sounds Ashwin K. Vijayakumar Ramakrishna Vedantam Devi Parikh 38 22 0 06 Mar 2017
Interpretable Semantic Textual Similarity: Finding and explaining differences between sentences I. Lopez-Gazpio M. Maritxalar Aitor Gonzalez-Agirre German Rigau Larraitz Uria Eneko Agirre 11 41 0 14 Dec 2016
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training Massimiliano Mancini Jose Camacho-Collados Ignacio Iacobacci Roberto Navigli 23 78 0 08 Dec 2016
Multi-view Recurrent Neural Acoustic Word Embeddings Wanjia He Weiran Wang Karen Livescu 24 84 0 14 Nov 2016
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure Oded Avraham Yoav Goldberg 26 18 0 11 Nov 2016
Word Embeddings and Their Use In Sentence Classification Tasks Amit Mandelbaum Adi Shalev 19 79 0 26 Oct 2016
Testing APSyn against Vector Cosine on Similarity Estimation Enrico Santus Emmanuele Chersoni Alessandro Lenci Chu-Ren Huang P. Blache 16 25 0 27 Aug 2016
Aligning Packed Dependency Trees: a theory of composition for distributional semantics David J. Weir Julie Weeds Jeremy Reffin Thomas Kober CoGe 32 28 0 25 Aug 2016
Using the Output Embedding to Improve Language Models Ofir Press Lior Wolf 27 728 0 20 Aug 2016
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations Ivan Vulić Roy Schwartz A. Rappoport Roi Reichart Anna Korhonen 29 10 0 19 Aug 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity D. Gerz Ivan Vulić Felix Hill Roi Reichart Anna Korhonen 31 262 0 02 Aug 2016
Language classification from bilingual word embedding graphs Steffen Eger Armin Hoenen Alexander Mehler 25 15 0 18 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Representing Verbs with Rich Contexts: an Evaluation on Verb Similarity Emmanuele Chersoni Enrico Santus Alessandro Lenci P. Blache Chu-Ren Huang 31 14 0 07 Jul 2016
Multilingual Visual Sentiment Concept Matching Nikolaos Pappas Miriam Redi Mercan Topkara Brendan Jou Hongyi Liu Tao Chen Shih-Fu Chang CVBM 21 14 0 07 Jun 2016
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory Alexandre Salle M. Idiart Aline Villavicencio 22 30 0 03 Jun 2016
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations Alexandre Salle M. Idiart Aline Villavicencio 44 79 0 02 Jun 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 25 280 0 08 May 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 35 43 0 30 Mar 2016
What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets Enrico Santus Tin-Shing Chiu Q. Lu Alessandro Lenci Chu-Ren Huang 32 17 0 29 Mar 2016
Counter-fitting Word Vectors to Linguistic Constraints N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic L. Rojas-Barahona Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 23 483 0 02 Mar 2016
Learning Distributed Representations of Sentences from Unlabelled Data Felix Hill Kyunghyun Cho Anna Korhonen SSL 27 570 0 10 Feb 2016
The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud David McClosky Siddharth Patwardhan Joey Tianyi Zhou 38 123 0 05 Jan 2016
Towards Universal Paraphrastic Sentence Embeddings John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu AI4TS 30 552 0 25 Nov 2015
An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family A. D. Brébisson Pascal Vincent 19 97 0 16 Nov 2015
Learning Meta-Embeddings by Using Ensembles of Embedding Sets Wenpeng Yin Hinrich Schütze FedML 9 29 0 18 Aug 2015
A Generative Word Embedding Model and its Low Rank Positive Semidefinite Solution Shaohua Li Jun Zhu Chunyan Miao 16 29 0 16 Aug 2015
Non-distributional Word Vector Representations Manaal Faruqui Chris Dyer NAI 54 81 0 17 Jun 2015
Learning language through pictures Grzegorz Chrupała Ákos Kádár A. Alishahi VLM SSL 35 65 0 11 Jun 2015
Sparse Overcomplete Word Vector Representations Manaal Faruqui Yulia Tsvetkov Dani Yogatama Chris Dyer Noah A. Smith 41 195 0 05 Jun 2015