Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

8 May 2018

Papers citing "Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources"

30 / 30 papers shown

Title
Specialising Word Vectors for Lexical Entailment Ivan Vulić N. Mrksic 73 107 0 17 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 291 1,660 0 11 Oct 2017
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
Self-Normalizing Neural Networks Günter Klambauer Thomas Unterthiner Andreas Mayr Sepp Hochreiter 455 2,516 0 08 Jun 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 59 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 102 224 0 01 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 90 1,305 0 22 May 2017
Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning Stefan Elfwing E. Uchibe Kenji Doya 133 1,728 0 10 Feb 2017
Demystifying ResNet Sihan Li Jiantao Jiao Yanjun Han Tsachy Weissman 55 38 0 03 Nov 2016
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity D. Gerz Ivan Vulić Felix Hill Roi Reichart Anna Korhonen 72 262 0 02 Aug 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 229 9,972 0 15 Jul 2016
Neural Belief Tracker: Data-Driven Dialogue State Tracking N. Mrksic Diarmuid Ó Séaghdha Tsung-Hsien Wen Blaise Thomson S. Young 90 483 0 12 Jun 2016
Continuously Learning Neural Dialogue Management Pei-hao Su Milica Gasic N. Mrksic L. Rojas-Barahona Stefan Ultes David Vandyke Tsung-Hsien Wen S. Young 72 122 0 08 Jun 2016
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction K. Nguyen Sabine Schulte im Walde Ngoc Thang Vu 54 141 0 25 May 2016
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 74 1,108 0 15 Apr 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 76 484 0 02 Mar 2016
The Role of Context Types and Dimensionality in Learning Word Embeddings Oren Melamud David McClosky Siddharth Patwardhan Joey Tianyi Zhou 93 123 0 05 Jan 2016
All you need is a good init Dmytro Mishkin Jirí Matas ODL 89 610 0 19 Nov 2015
Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne Shashi Narayan Shay B. Cohen 65 27 0 03 Sep 2015
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes S. Rothe Hinrich Schütze 57 285 0 04 Jul 2015
Multi-domain Dialog State Tracking using Recurrent Neural Networks N. Mrksic Diarmuid Ó Séaghdha Blaise Thomson Milica Gasic Pei-hao Su David Vandyke Tsung-Hsien Wen S. Young 65 183 0 23 Jun 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 326 18,625 0 06 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Improving zero-shot learning by mitigating the hubness problem Georgiana Dinu Angeliki Lazaridou Marco Baroni VLM 55 380 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 397 33,529 0 16 Oct 2013
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 96 1,596 0 17 Sep 2013
Polyglot: Distributed Word Representations for Multilingual NLP Rami Al-Rfou Bryan Perozzi Steven Skiena VLM 77 477 0 05 Jul 2013
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 191 7,726 0 02 Mar 2011