Character-Aware Neural Language Models

26 August 2015

Papers citing "Character-Aware Neural Language Models"

30 / 30 papers shown

Title
MrT5: Dynamic Token Merging for Efficient Byte-level Language Models Julie Kallini Shikhar Murty Christopher D. Manning Christopher Potts Róbert Csordás 77 4 0 28 Oct 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 123 3 0 01 Jul 2024
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 65 7 0 05 Jun 2020
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 65 159 0 21 Jul 2017
A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking Hongjie Shi Takashi Ushio M. Endo K. Yamagami Noriaki Horii 73 33 0 23 Jan 2017
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 98 215 0 22 Dec 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 126 457 0 10 Oct 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 319 2,859 0 26 Sep 2016
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution Sebastian Ruder Parsa Ghaffari J. Breslin 72 114 0 21 Sep 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 191 1,145 0 07 Feb 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 268 6,107 0 04 Sep 2015
Probabilistic Modelling of Morphologically Rich Languages Jan A. Botha 30 7 0 18 Aug 2015
Molding CNNs for text: non-linear, non-consecutive convolutions Tao Lei Regina Barzilay Tommi Jaakkola 76 146 0 17 Aug 2015
Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation Wang Ling Tiago Luís Luís Marujo Ramón Fernández Astudillo Silvio Amir Chris Dyer A. Black Isabel Trancoso CoGe 64 642 0 09 Aug 2015
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs Miguel Ballesteros Chris Dyer Noah A. Smith 85 299 0 04 Aug 2015
Training Very Deep Networks R. Srivastava Klaus Greff Jürgen Schmidhuber 161 1,682 0 22 Jul 2015
Boosting Named Entity Recognition with Neural Character Embeddings Cicero Nogueira dos Santos Victor Guimarães 55 340 0 19 May 2015
$gen$ CNN: A Convolutional Architecture for Word Sequence Prediction Mingxuan Wang Zhengdong Lu Hang Li Wenbin Jiang Qun Liu 72 29 0 17 Mar 2015
Text Understanding from Scratch Xiang Zhang Yann LeCun 66 558 0 05 Feb 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 434 20,553 0 10 Sep 2014
Recurrent Neural Network Regularization Wojciech Zaremba Ilya Sutskever Oriol Vinyals ODL 137 2,776 0 08 Sep 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 626 13,427 0 25 Aug 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014
Compositional Morphology for Word Representations and Language Modelling Jan A. Botha Phil Blunsom 79 253 0 16 May 2014
A Convolutional Neural Network for Modelling Sentences Nal Kalchbrenner Edward Grefenstette Phil Blunsom 100 3,559 0 08 Apr 2014
How to Construct Deep Recurrent Neural Networks Razvan Pascanu Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 116 1,009 0 20 Dec 2013
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 155 4,034 0 04 Aug 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 453 7,663 0 03 Jul 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 188 7,726 0 02 Mar 2011