Character-Aware Neural Language Models

26 August 2015

Papers citing "Character-Aware Neural Language Models"

50 / 211 papers shown

Title
Adapting Sequence Models for Sentence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 36 52 0 27 Jul 2017
Strawman: an Ensemble of Deep Bag-of-Ngrams for Sentiment Analysis Kyunghyun Cho 9 1 0 26 Jul 2017
Mimicking Word Embeddings using Subword RNNs Yuval Pinter Robert Guthrie Jacob Eisenstein 29 158 0 21 Jul 2017
Syllable-aware Neural Language Models: A Failure to Beat Character-aware Ones Z. Assylbekov Rustem Takhanov Bagdat Myrzakhmetov Jonathan North Washington 38 17 0 20 Jul 2017
Domain Adaptation for Resume Classification Using Convolutional Neural Networks L. Sayfullina Eric Malmi Yiping Liao Alexander Jung 34 20 0 18 Jul 2017
Do Convolutional Networks need to be Deep for Text Classification ? Hoa T. Le Christophe Cerisara Alexandre Denis VLM 32 105 0 13 Jul 2017
On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis Jose Camacho-Collados Mohammad Taher Pilehvar 40 141 0 06 Jul 2017
Multiscale sequence modeling with a learned dictionary B. V. Merrienboer Amartya Sanyal Hugo Larochelle Yoshua Bengio 34 10 0 03 Jul 2017
CRNN: A Joint Neural Network for Redundancy Detection Xinyu Fu Eugene Ch’ng U. Aickelin Simon See 26 34 0 04 Jun 2017
Adversarial Generation of Natural Language Sai Rajeswar Sandeep Subramanian Francis Dutil C. Pal Aaron Courville GAN 24 204 0 31 May 2017
Deriving Neural Architectures from Sequence and Graph Kernels Tao Lei Wengong Jin Regina Barzilay Tommi Jaakkola GNN 45 137 0 25 May 2017
Ruminating Reader: Reasoning with Gated Multi-Hop Attention Yichen Gong Samuel R. Bowman 35 46 0 24 Apr 2017
Neural Paraphrase Identification of Questions with Noisy Pretraining Gaurav Singh Tomar Thyago Duque Oscar Täckström Jakob Uszkoreit Dipanjan Das 21 77 0 15 Apr 2017
What do Neural Machine Translation Models Learn about Morphology? Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass 61 412 0 11 Apr 2017
Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables Till Haug O. Ganea Paulina Grnarova LMTD ReLM LRM 33 38 0 21 Feb 2017
A Multichannel Convolutional Neural Network For Cross-language Dialog State Tracking Hongjie Shi Takashi Ushio M. Endo K. Yamagami Noriaki Horii 38 33 0 23 Jan 2017
End-to-End ASR-free Keyword Search from Speech Kartik Audhkhasi Andrew Rosenberg A. Sethy Bhuvana Ramabhadran Brian Kingsbury 26 111 0 13 Jan 2017
A Multifaceted Evaluation of Neural versus Phrase-Based Machine Translation for 9 Language Directions Antonio Toral Víctor M. Sánchez-Cartagena 22 146 0 11 Jan 2017
Joint Semantic Synthesis and Morphological Analysis of the Derived Word Ryan Cotterell Hinrich Schütze 29 35 0 04 Jan 2017
Highway and Residual Networks learn Unrolled Iterative Estimation Klaus Greff R. Srivastava Jürgen Schmidhuber AI4TS 29 214 0 22 Dec 2016
Shift-Reduce Constituent Parsing with Neural Lookahead Features Jiangming Liu Yue Zhang AI4TS 27 46 0 02 Dec 2016
Definition Modeling: Learning to define word embeddings in natural language Thanapon Noraset Chen Liang Larry Birnbaum Doug Downey 25 124 0 01 Dec 2016
Prototypical Recurrent Unit Dingkun Long Richong Zhang Yongyi Mao 30 6 0 20 Nov 2016
End-to-End Neural Sentence Ordering Using Pointer Network Jingjing Gong Xinchi Chen Xipeng Qiu Xuanjing Huang 18 64 0 15 Nov 2016
Attending to Characters in Neural Sequence Labeling Models Marek Rei Gamal K. O. Crichton S. Pyysalo 49 187 0 14 Nov 2016
Words or Characters? Fine-grained Gating for Reading Comprehension Zhilin Yang Bhuwan Dhingra Ye Yuan Junjie Hu William W. Cohen Ruslan Salakhutdinov AI4CE 27 100 0 06 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 59 437 0 05 Nov 2016
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text Ameya Prabhu Aditya Joshi Manish Shrivastava Vasudeva Varma 36 189 0 02 Nov 2016
DeepDGA: Adversarially-Tuned Domain Generation and Detection Hyrum S. Anderson Jonathan Woodbridge Bobby Filar AAML 16 197 0 06 Oct 2016
Multiplicative LSTM for sequence modelling Ben Krause Liang Lu Iain Murray Steve Renals 35 208 0 26 Sep 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 77 2,738 0 26 Sep 2016
A Character-level Convolutional Neural Network for Distinguishing Similar Languages and Dialects Yonatan Belinkov James R. Glass 27 36 0 24 Sep 2016
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship Attribution Sebastian Ruder Parsa Ghaffari J. Breslin 21 112 0 21 Sep 2016
Hierarchical Multiscale Recurrent Neural Networks Junyoung Chung Sungjin Ahn Yoshua Bengio BDL 40 534 0 06 Sep 2016
Faster Training of Very Deep Networks Via p-Norm Gates Trang Pham T. Tran Dinh Q. Phung Svetha Venkatesh AI4CE 27 19 0 11 Aug 2016
Hierarchical Character-Word Models for Language Identification Aaron Jaech George Mulcaire Shobhit Hathi Mari Ostendorf Noah A. Smith 33 43 0 10 Aug 2016
Recurrent Highway Networks J. Zilly R. Srivastava Jan Koutník Jürgen Schmidhuber 24 413 0 12 Jul 2016
Charagram: Embedding Words and Sentences via Character n-grams John Wieting Joey Tianyi Zhou Kevin Gimpel Karen Livescu NAI GNN 24 193 0 10 Jul 2016
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 47 1,101 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
Gated Word-Character Recurrent Language Model Yasumasa Onoe Kyunghyun Cho RALM KELM 30 106 0 06 Jun 2016
Zoneout: Regularizing RNNs by Randomly Preserving Hidden Activations David M. Krueger Tegan Maharaj János Kramár Mohammad Pezeshki Nicolas Ballas Nan Rosemary Ke Anirudh Goyal Yoshua Bengio Aaron Courville C. Pal 21 317 0 03 Jun 2016
Impact of Power System Partitioning on the Efficiency of Distributed Multi-Step Optimization Dongliang Chen A. Bucchiarone Zhihan Lv 23 12 0 31 May 2016
Deep Motif: Visualizing Genomic Sequence Classifications Jack Lanchantin Ritambhara Singh Zeming Lin Yanjun Qi 27 74 0 04 May 2016
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss Barbara Plank Anders Søgaard Yoav Goldberg 24 408 0 19 Apr 2016
Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction A. Schmaltz Yoon Kim Alexander M. Rush Stuart M. Shieber 28 42 0 16 Apr 2016
Neural Summarization by Extracting Sentences and Words Jianpeng Cheng Mirella Lapata 33 815 0 23 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 32 222 0 16 Mar 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 152 3,992 0 04 Mar 2016
Character-based Neural Machine Translation Marta R. Costa-jussá José A. R. Fonollosa AIMat 33 336 0 02 Mar 2016