From Word to Sense Embeddings: A Survey on Vector Representations of Meaning

10 May 2018

Papers citing "From Word to Sense Embeddings: A Survey on Vector Representations of Meaning"

50 / 68 papers shown

Title
Improving Cross-Lingual Word Embeddings by Meeting in the Middle Yerai Doval Jose Camacho-Collados Luis Espinosa-Anke Steven Schockaert 51 60 0 27 Aug 2018
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs Dimitri Kartsaklis Mohammad Taher Pilehvar Nigel Collier 40 56 0 23 Aug 2018
SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors Luis Espinosa-Anke Steven Schockaert DRL 61 19 0 18 Aug 2018
Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation Wanxiang Che Yijia Liu Yuxuan Wang Bo Zheng Ting Liu 56 252 0 09 Jul 2018
Probabilistic FastText for Multi-Sense Word Embeddings Ben Athiwaratkun A. Wilson Anima Anandkumar 43 138 0 07 Jun 2018
Incorporating Glosses into Neural Word Sense Disambiguation Fuli Luo Tianyu Liu Qiaolin Xia Baobao Chang Zhifang Sui 37 104 0 21 May 2018
A robust self-learning method for fully unsupervised cross-lingual mappings of word embeddings Mikel Artetxe Gorka Labaka Eneko Agirre SSL 55 587 0 16 May 2018
Bilingual Embeddings with Random Walks over Multilingual Wordnets J. Goikoetxea Aitor Soroa Etxabe Eneko Agirre 34 19 0 23 Apr 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 125 11,520 0 15 Feb 2018
A Survey of Word Embeddings Evaluation Methods Amir Bakarov 55 183 0 21 Jan 2018
Knowledge-based Word Sense Disambiguation using Topic Models Devendra Singh Chaplot Ruslan Salakhutdinov 29 74 0 05 Jan 2018
Contextualized Word Representations for Reading Comprehension Shimi Salant Jonathan Berant 44 41 0 10 Dec 2017
TorusE: Knowledge Graph Embedding on a Lie Group Takuma Ebisu R. Ichise 40 206 0 15 Nov 2017
Towards a Seamless Integration of Word Senses into Downstream NLP Applications Mohammad Taher Pilehvar Jose Camacho-Collados Roberto Navigli Nigel Collier 49 46 0 18 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 274 1,646 0 11 Oct 2017
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 91 1,786 0 22 Sep 2017
Handling Homographs in Neural Machine Translation Frederick Liu Han Lu Graham Neubig 47 57 0 22 Aug 2017
Making Sense of Word Embeddings Maria Pelevina Nikolay Arefiev Chris Biemann Alexander Panchenko SSL 47 135 0 10 Aug 2017
Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations Benjamin J. Lengerich Andrew L. Maas Christopher Potts KELM 47 28 0 01 Aug 2017
Learned in Translation: Contextualized Word Vectors Bryan McCann James Bradbury Caiming Xiong R. Socher 107 907 0 01 Aug 2017
Named Entity Disambiguation for Noisy Text Yotam Eshel N. Cohen Kira Radinsky Shaul Markovitch Ikuya Yamada Omer Levy 29 92 0 28 Jun 2017
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context Shyam Upadhyay Kai-Wei Chang Matt Taddy Adam Kalai James Zou 43 26 0 25 Jun 2017
A Mixture Model for Learning Multi-Sense Word Embeddings Dai Quoc Nguyen Dat Quoc Nguyen Ashutosh Modi Stefan Thater Manfred Pinkal 31 38 0 15 Jun 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 74 529 0 15 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 77 224 0 01 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 71 1,290 0 22 May 2017
Semi-supervised sequence tagging with bidirectional language models Matthew E. Peters Bridger Waleed Ammar Chandra Bhagavatula Russell Power 74 634 0 29 Apr 2017
Multimodal Word Distributions Ben Athiwaratkun A. Wilson 34 91 0 27 Apr 2017
Watset: Automatic Induction of Synsets from a Graph of Synonyms Dmitry Ustalov Alexander Panchenko Chris Biemann GNN NAI 32 45 0 24 Apr 2017
MUSE: Modularizing Unsupervised Sense Embeddings Guang-He Lee Yun-Nung Chen 33 35 0 15 Apr 2017
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge R. Speer Joanna Lowry-Duda 30 115 0 11 Apr 2017
A survey of embedding models of entities and relationships for knowledge graph completion Dat Quoc Nguyen 41 100 0 23 Mar 2017
One Representation per Word - Does it make Sense for Composition? Thomas Kober Julie Weeds J. Wilkie Jeremy Reffin David J. Weir CoGe 30 7 0 22 Feb 2017
Vector Embedding of Wikipedia Concepts and Entities Ehsan Sherkat E. Milios SSeg 3DV 37 22 0 12 Feb 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 138 2,882 0 12 Dec 2016
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training Massimiliano Mancini Jose Camacho-Collados Ignacio Iacobacci Roberto Navigli 52 78 0 08 Dec 2016
Automated Generation of Multilingual Clusters for the Evaluation of Distributed Representations Philip Blair Yuval Merhav Joel Barry 36 19 0 04 Nov 2016
De-Conflated Semantic Representations Mohammad Taher Pilehvar Nigel Collier NAI 55 92 0 05 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 198 9,944 0 15 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 93 193 0 10 Jul 2016
node2vec: Scalable Feature Learning for Networks Aditya Grover J. Leskovec 156 10,825 0 03 Jul 2016
Intrinsic Subspace Evaluation of Word Embedding Representations Yadollah Yaghoobzadeh Hinrich Schütze 53 35 0 25 Jun 2016
A Game-Theoretic Approach to Word Sense Disambiguation Rocco Tripodi Marcello Pelillo 41 66 0 24 Jun 2016
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks Manaal Faruqui Yulia Tsvetkov Pushpendre Rastogi Chris Dyer 39 280 0 08 May 2016
Cross-lingual Models of Word Embeddings: An Empirical Comparison Shyam Upadhyay Manaal Faruqui Chris Dyer Dan Roth 50 187 0 01 Apr 2016
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders Simon Suster Ivan Titov Gertjan van Noord SSL 53 43 0 30 Mar 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 74 271 0 05 Feb 2016
Joint Word Representation Learning using a Corpus and a Semantic Lexicon Danushka Bollegala M. Alsuhaibani Takanori Maehara Ken-ichi Kawarabayashi NAI 48 62 0 19 Nov 2015
A Primer on Neural Network Models for Natural Language Processing Yoav Goldberg AI4CE 79 1,131 0 02 Oct 2015
Syntax-Aware Multi-Sense Word Embeddings for Deep Compositional Models of Meaning Jianpeng Cheng Dimitri Kartsaklis CoGe 50 74 0 10 Aug 2015