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Specialising Word Vectors for Lexical Entailment

17 October 2017

Papers citing "Specialising Word Vectors for Lexical Entailment"

25 / 25 papers shown

Title
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources Ivan Vulić Goran Glavaš N. Mrksic Anna Korhonen 75 44 0 08 May 2018
Robust Cross-lingual Hypernymy Detection using Dependency Context Shyam Upadhyay Yogarshi Vyas Marine Carpuat Dan Roth 63 22 0 30 Mar 2018
Hierarchical Embeddings for Hypernymy Detection and Directionality K. Nguyen Maximilian Köper Sabine Schulte im Walde Ngoc Thang Vu 53 104 0 23 Jul 2017
Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation Ivan Vulić N. Mrksic Anna Korhonen 47 30 0 21 Jul 2017
Morph-fitting: Fine-Tuning Word Vector Spaces with Simple Language-Specific Rules Ivan Vulić N. Mrksic Roi Reichart Diarmuid Ó Séaghdha S. Young Anna Korhonen 64 48 0 01 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 114 224 0 01 Jun 2017
Neural Embeddings of Graphs in Hyperbolic Space B. Chamberlain J. Clough M. Deisenroth GNN 61 168 0 29 May 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 93 1,310 0 22 May 2017
Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection Vered Shwartz Enrico Santus Dominik Schlechtweg 47 102 0 14 Dec 2016
HyperLex: A Large-Scale Evaluation of Graded Lexical Entailment Ivan Vulić D. Gerz Douwe Kiela Felix Hill Anna Korhonen 76 103 0 06 Aug 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity D. Gerz Ivan Vulić Felix Hill Roi Reichart Anna Korhonen 86 262 0 02 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,978 0 15 Jul 2016
A Vector Space for Distributional Semantics for Entailment James Henderson Diana Nicoleta Popa 46 21 0 13 Jul 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 100 484 0 12 Jun 2016
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction K. Nguyen Sabine Schulte im Walde Ngoc Thang Vu 59 141 0 25 May 2016
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method Vered Shwartz Yoav Goldberg Ido Dagan 65 236 0 19 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 84 484 0 02 Mar 2016
Order-Embeddings of Images and Language Ivan Vendrov Ryan Kiros Sanja Fidler R. Urtasun 108 548 0 19 Nov 2015
Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne Shashi Narayan Shay B. Cohen 67 27 0 03 Sep 2015
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 321 4,293 0 21 Aug 2015
Word Representations via Gaussian Embedding Luke Vilnis Andrew McCallum 111 385 0 20 Dec 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 101 1,303 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 399 33,550 0 16 Oct 2013
Polyglot: Distributed Word Representations for Multilingual NLP Rami Al-Rfou Bryan Perozzi Steven Skiena VLM 80 478 0 05 Jul 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 200 7,728 0 02 Mar 2011