Multilingual Language Processing From Bytes

1 December 2015

Papers citing "Multilingual Language Processing From Bytes"

45 / 95 papers shown

Title
Neural Named Entity Recognition from Subword Units Abdalghani Abujabal Judith Gaspers 32 6 0 22 Aug 2018
Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging Apostolos Kemos Heike Adel Hinrich Schütze 19 10 0 13 Aug 2018
Sequence Labeling: A Practical Approach A. Akhundov Dietrich Trautmann Georg Groh VLM 19 20 0 12 Aug 2018
Resource-Size matters: Improving Neural Named Entity Recognition with Optimized Large Corpora Sajawel Ahmed Alexander Mehler NAI 22 8 0 26 Jul 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing E. Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 30 139 0 02 Jul 2018
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation Zhong Zhou Matthias Sperber A. Waibel 8 12 0 21 Apr 2018
Deep neural decoders for near term fault-tolerant experiments C. Chamberland Pooya Ronagh 16 82 0 18 Feb 2018
Byte-Level Recursive Convolutional Auto-Encoder for Text Xiang Zhang Yann LeCun 19 3 0 06 Feb 2018
Embedding Learning Through Multilingual Concept Induction Philipp Dufter Mengjie Zhao Martin Schmitt Alexander Fraser Hinrich Schütze 21 1 0 21 Jan 2018
Complex Structure Leads to Overfitting: A Structure Regularization Decoding Method for Natural Language Processing Xu Sun Weiwei Sun Shuming Ma Xuancheng Ren Wenjie Qu Wenjie Li Houfeng Wang 24 7 0 25 Nov 2017
Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data? Wenjie Qu Xu Sun Shuming Ma Yang Yang Xuancheng Ren 18 9 0 22 Nov 2017
One Model to Rule them all: Multitask and Multilingual Modelling for Lexical Analysis Johannes Bjerva 29 6 0 03 Nov 2017
An attentive neural architecture for joint segmentation and parsing and its application to real estate ads Giannis Bekoulis Johannes Deleu T. Demeester Chris Develder 23 29 0 27 Sep 2017
KnowNER: Incremental Multilingual Knowledge in Named Entity Recognition Dominic Seyler Tatiana Dembelova Luciano Del Corro Johannes Hoffart Gerhard Weikum 24 3 0 11 Sep 2017
Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean? Xiang Zhang Yann LeCun 14 69 0 08 Aug 2017
Natural Language Processing with Small Feed-Forward Networks Jan A. Botha Emily Pitler Ji Ma A. Bakalov Alexandru Salcianu David J. Weiss Ryan T. McDonald Slav Petrov HAI 17 38 0 01 Aug 2017
A Sub-Character Architecture for Korean Language Processing K. Stratos 23 28 0 20 Jul 2017
Named Entity Recognition with stack residual LSTM and trainable bias decoding Q. Tran Andrew D. MacKinlay Antonio Jimeno Yepes 19 54 0 23 Jun 2017
From Characters to Words to in Between: Do We Capture Morphology? Clara Vania Adam Lopez 11 96 0 26 Apr 2017
Learning Character-level Compositionality with Visual Features Frederick Liu Han Lu Chieh Lo Graham Neubig CoGe 20 64 0 17 Apr 2017
How Robust Are Character-Based Word Embeddings in Tagging and MT Against Wrod Scramlbing or Randdm Nouse? G. Heigold G. Neumann Josef van Genabith 28 62 0 14 Apr 2017
Transfer Learning for Sequence Tagging with Hierarchical Recurrent Networks Zhilin Yang Ruslan Salakhutdinov William W. Cohen 26 351 0 18 Mar 2017
SyntaxNet Models for the CoNLL 2017 Shared Task Chris Alberti D. Andor Ivan Bogatyy Michael Collins D. Gillick ... Mark Omernick Slav Petrov C. Thanapirom Zora Tung David J. Weiss 3DV 19 33 0 15 Mar 2017
Learning to generate one-sentence biographies from Wikidata Andrew Chisholm Will Radford Ben Hachey SyDa 82 110 0 21 Feb 2017
Joint Semantic Synthesis and Morphological Analysis of the Derived Word Ryan Cotterell Hinrich Schütze 29 35 0 04 Jan 2017
Fill it up: Exploiting partial dependency annotations in a minimum spanning tree parser Liang Sun Jason Mielens Jason Baldridge 13 0 0 26 Nov 2016
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson M. Schuster Quoc V. Le M. Krikun Yonghui Wu ... F. Viégas Martin Wattenberg Gregory S. Corrado Macduff Hughes Jeffrey Dean 42 2,072 0 14 Nov 2016
Keystroke dynamics as signal for shallow syntactic parsing Barbara Plank 11 39 0 11 Oct 2016
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason D. Lee Kyunghyun Cho Thomas Hofmann VLM 36 455 0 10 Oct 2016
Nonsymbolic Text Representation Hinrich Schütze Heike Adel Ehsaneddin Asgari MILM 22 19 0 03 Oct 2016
Semantic Tagging with Deep Residual Networks Johannes Bjerva Barbara Plank Johan Bos VLM SSeg 25 78 0 22 Sep 2016
What to do about non-standard (or non-canonical) language in NLP Barbara Plank 14 95 0 28 Aug 2016
Hierarchical Character-Word Models for Language Identification Aaron Jaech George Mulcaire Shobhit Hathi Mari Ostendorf Noah A. Smith 30 43 0 10 Aug 2016
Sharing Network Parameters for Crosslingual Named Entity Recognition V. Rudramurthy Mitesh Khapra P. Bhattacharyya 31 9 0 01 Jul 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 32 1,098 0 25 Jun 2016
Neural Morphological Tagging from Characters for Morphologically Rich Languages G. Heigold G. Neumann Josef van Genabith 3DV 35 25 0 21 Jun 2016
Statistical Parametric Speech Synthesis Using Bottleneck Representation From Sequence Auto-encoder Sivanand Achanta K. R. Alluri S. Gangashetty 36 2 0 19 Jun 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 24 407 0 19 Apr 2016
Pointing the Unknown Words Çağlar Gülçehre Sungjin Ahn Ramesh Nallapati Bowen Zhou Yoshua Bengio 13 524 0 26 Mar 2016
Multi-Task Cross-Lingual Sequence Tagging from Scratch Zhilin Yang Ruslan Salakhutdinov William W. Cohen VLM 24 226 0 20 Mar 2016
A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation Junyoung Chung Kyunghyun Cho Yoshua Bengio 18 331 0 19 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 117 3,992 0 04 Mar 2016
Toward Mention Detection Robustness with Recurrent Neural Networks Thien Huu Nguyen Avirup Sil Georgiana Dinu Radu Florian 14 38 0 24 Feb 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 13 1,140 0 07 Feb 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012