Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision

27 November 2018

Papers citing "Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision"

22 / 22 papers shown

Title
Leveraging Knowledge Bases in LSTMs for Improving Machine Reading Bishan Yang Tom Michael Mitchell 52 246 0 25 Feb 2019
Neural Collective Entity Linking Yixin Cao Lei Hou Juan-Zi Li Zhiyuan Liu 44 107 0 21 Nov 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 279 1,646 0 11 Oct 2017
A Survey Of Cross-lingual Word Embedding Models Sebastian Ruder Ivan Vulić Anders Søgaard 74 529 0 15 Jun 2017
Learning Distributed Representations of Texts and Entities from Knowledge Base Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 45 98 0 06 May 2017
Deep Joint Entity Disambiguation with Local Neural Attention O. Ganea Thomas Hofmann DRL FedML 47 327 0 17 Apr 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 110 2,132 0 09 Mar 2017
Multilingual Word Embeddings using Multigraphs Radu Soricut Nan Ding 28 3 0 14 Dec 2016
Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion Xu Han Zhiyuan Liu Maosong Sun 3DV 57 42 0 13 Nov 2016
Knowledge Representation via Joint Learning of Sequential Text and Knowledge Graphs Jiawei Wu Ruobing Xie Zhiyuan Liu Maosong Sun 3DV 44 19 0 22 Sep 2016
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders Antonio Valerio Miceli Barone 43 120 0 09 Aug 2016
Massively Multilingual Word Embeddings Bridger Waleed Ammar George Mulcaire Yulia Tsvetkov Guillaume Lample Chris Dyer Noah A. Smith 90 271 0 05 Feb 2016
Joint Learning of the Embedding of Words and Entities for Named Entity Disambiguation Ikuya Yamada Hiroyuki Shindo Hideaki Takeda Yoshiyasu Takefuji 172 318 0 06 Jan 2016
Bilingual Distributed Word Representations from Document-Aligned Comparable Data Ivan Vulić Marie-Francine Moens 33 106 0 24 Sep 2015
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments Stephan Gouws Yoshua Bengio G. Corrado 51 391 0 09 Oct 2014
Learning Bilingual Word Representations by Marginalizing Alignments Tomás Kociský Karl Moritz Hermann Phil Blunsom 46 80 0 05 May 2014
Multilingual Models for Compositional Distributed Semantics Karl Moritz Hermann Phil Blunsom 78 316 0 17 Apr 2014
An Autoencoder Approach to Learning Bilingual Word Representations A. Chandar Stanislas Lauly Hugo Larochelle Mitesh M. Khapra Balaraman Ravindran V. Raykar Amrita Saha SSL 85 342 0 06 Feb 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 313 33,445 0 16 Oct 2013
Exploiting Similarities among Languages for Machine Translation Tomas Mikolov Quoc V. Le Ilya Sutskever 65 1,594 0 17 Sep 2013
Connecting Language and Knowledge Bases with Embedding Models for Relation Extraction Jason Weston Antoine Bordes Oksana Yakhnenko Nicolas Usunier 76 245 0 30 Jul 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 578 31,406 0 16 Jan 2013