Character-Aware Neural Language Models

26 August 2015

Papers citing "Character-Aware Neural Language Models"

50 / 211 papers shown

Title
Federated Learning for Mobile Keyboard Prediction Andrew Straiton Hard Kanishka Rao Zhifeng Lin Swaroop Indra Ramaswamy Youjie Li S. Augenstein Alex Schwing M. Annavaram A. Avestimehr FedML 77 1,514 0 08 Nov 2018
Identifying and Controlling Important Neurons in Neural Machine Translation A. Bau Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass MILM 21 180 0 03 Nov 2018
Word Mover's Embedding: From Word2Vec to Document Embedding Lingfei Wu Ian En-Hsu Yen Kun Xu Fangli Xu Avinash Balakrishnan Pin-Yu Chen Pradeep Ravikumar Michael Witbrock 15 106 0 30 Oct 2018
Clinical Concept Extraction with Contextual Word Embedding Henghui Zhu I. Paschalidis A. Tahmasebi 27 76 0 24 Oct 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Songlin Yang Shawn Tan Alessandro Sordoni Aaron Courville 32 323 0 22 Oct 2018
Super Characters: A Conversion from Sentiment Classification to Image Classification Baohua Sun Ling Yang Patrick Dong Wenhan Zhang Jason Dong Charles Young 25 32 0 15 Oct 2018
End-to-End Text Classification via Image-based Embedding using Character-level Networks Shunsuke Kitada Ryunosuke Kotani Hitoshi Iyatomi 24 4 0 08 Oct 2018
Adaptive Input Representations for Neural Language Modeling Alexei Baevski Michael Auli 32 388 0 28 Sep 2018
Batch-normalized Recurrent Highway Networks Chi Zhang Thang Nguyen Shagan Sah R. Ptucha A. Loui C. Salvaggio 25 8 0 26 Sep 2018
CollaboNet: collaboration of deep neural networks for biomedical named entity recognition Wonjin Yoon Chan Ho So Jinhyuk Lee Jaewoo Kang 8 134 0 21 Sep 2018
Learning Sequence Encoders for Temporal Knowledge Graph Completion Alberto García-Durán Sebastijan Dumancic Mathias Niepert 198 400 0 10 Sep 2018
Character-Aware Decoder for Translation into Morphologically Rich Languages Adithya Renduchintala Pamela Shapiro Kevin Duh Philipp Koehn AI4CE 16 4 0 06 Sep 2018
RNNs as psycholinguistic subjects: Syntactic state and grammatical dependency Richard Futrell Ethan Gotlieb Wilcox Takashi Morita R. Levy 19 57 0 05 Sep 2018
Pyramidal Recurrent Unit for Language Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi 21 10 0 27 Aug 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 35 428 0 27 Aug 2018
Effective Character-augmented Word Embedding for Machine Reading Comprehension Zhuosheng Zhang Yafang Huang Peng Fei Zhu Hai Zhao RALM 18 17 0 07 Aug 2018
ODSQA: Open-domain Spoken Question Answering Dataset Chia-Hsuan Lee Shang-Ming Wang Huan-Cheng Chang Hung-yi Lee RALM 30 52 0 07 Aug 2018
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 51 37 0 21 Jul 2018
Deep Enhanced Representation for Implicit Discourse Relation Recognition Hongxiao Bai Zhao Hai 33 92 0 13 Jul 2018
Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR Yerbolat Khassanov Chng Eng Siong KELM 32 5 0 27 Jun 2018
Subword-augmented Embedding for Cloze Reading Comprehension Zhuosheng Zhang Yafang Huang Zhao Hai RALM 29 32 0 24 Jun 2018
Character-Level Models versus Morphology in Semantic Role Labeling Gözde Gül Sahin Mark Steedman 24 17 0 30 May 2018
SoPa: Bridging CNNs, RNNs, and Weighted Finite-State Machines Roy Schwartz Sam Thomson Noah A. Smith 33 24 0 15 May 2018
Born Again Neural Networks Tommaso Furlanello Zachary Chase Lipton Michael Tschannen Laurent Itti Anima Anandkumar 36 1,026 0 12 May 2018
Improving Character-level Japanese-Chinese Neural Machine Translation with Radicals as an Additional Input Feature Jinyi Zhang Tadahiro Matsumoto 19 13 0 08 May 2018
What's Going On in Neural Constituency Parsers? An Analysis David Gaddy Mitchell Stern Dan Klein NAI 14 74 0 20 Apr 2018
Improving Character-based Decoding Using Target-Side Morphological Information for Neural Machine Translation Peyman Passban Qun Liu Andy Way 23 28 0 17 Apr 2018
QA4IE: A Question Answering based Framework for Information Extraction Lin Qiu Hao Zhou Yanru Qu Weinan Zhang Suoheng Li Shunlin Rong Dongyu Ru Lihua Qian Kewei Tu Yong Yu 23 19 0 10 Apr 2018
Learning Environmental Sounds with Multi-scale Convolutional Neural Network Boqing Zhu Changjian Wang Feng Liu Jin Lei Zengquan Lu Yuxing Peng 20 64 0 25 Mar 2018
OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers using Piecewise Convolutional Neural Networks D. Dhyani 26 1 0 25 Feb 2018
Ranking Sentences for Extractive Summarization with Reinforcement Learning Shashi Narayan Shay B. Cohen Mirella Lapata 42 545 0 23 Feb 2018
Universal Neural Machine Translation for Extremely Low Resource Languages Jiatao Gu Hany Hassan Jacob Devlin V. Li 35 275 0 15 Feb 2018
Enhance word representation for out-of-vocabulary on Ubuntu dialogue corpus Jian-xiong Dong Jim Huang 23 24 0 07 Feb 2018
DeepType: Multilingual Entity Linking by Neural Type System Evolution Jonathan Raiman O. Raiman BDL HAI 133 183 0 03 Feb 2018
Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift Xiang Li Shuo Chen Xiaolin Hu Jian Yang 39 309 0 16 Jan 2018
An Attentive Sequence Model for Adverse Drug Event Extraction from Biomedical Text Suriyadeepan Ramamoorthy Selvakumar Murugan 24 22 0 02 Jan 2018
A Deep Network Model for Paraphrase Detection in Short Text Messages Basant Agarwal H. Ramampiaro H. Langseth M. Ruocco 40 111 0 07 Dec 2017
Distance-based Self-Attention Network for Natural Language Inference Jinbae Im Sungzoon Cho 43 76 0 06 Dec 2017
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity Recognition Devendra Singh Sachan P. Xie Mrinmaya Sachan Eric Xing MedIm 27 56 0 21 Nov 2017
Neural Language Modeling by Jointly Learning Syntax and Lexicon Songlin Yang Zhouhan Lin Chin-Wei Huang Aaron Courville 46 178 0 02 Nov 2017
Improving Negative Sampling for Word Representation using Self-embedded Features Long Chen Fajie Yuan J. Jose Weinan Zhang SSL 29 43 0 26 Oct 2017
Application of a Hybrid Bi-LSTM-CRF model to the task of Russian Named Entity Recognition L. T. Anh M. Y. Arkhipov M. Burtsev 18 37 0 27 Sep 2017
Language Modeling with Highway LSTM Gakuto Kurata Bhuvana Ramabhadran G. Saon A. Sethy AI4TS 21 38 0 19 Sep 2017
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding Tao Shen Dinesh Manocha Guodong Long Jing Jiang Shirui Pan Chengqi Zhang 16 749 0 14 Sep 2017
Natural Language Inference over Interaction Space Yichen Gong Heng Luo Jian Zhang 26 264 0 13 Sep 2017
ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? Mostapha Benhenda GAN 22 102 0 28 Aug 2017
N-gram and Neural Language Models for Discriminating Similar Languages Andre Cianflone Leila Kosseim 27 14 0 11 Aug 2017
Recent Trends in Deep Learning Based Natural Language Processing Tom Young Devamanyu Hazarika Soujanya Poria Min Zhang 37 2,824 0 09 Aug 2017
Regularizing and Optimizing LSTM Language Models Stephen Merity N. Keskar R. Socher 95 1,091 0 07 Aug 2017
Revisiting Activation Regularization for Language RNNs Stephen Merity Bryan McCann R. Socher 33 44 0 03 Aug 2017