Character-Aware Neural Language Models

26 August 2015

Papers citing "Character-Aware Neural Language Models"

50 / 211 papers shown

Title
A Graph Neural Network Approach for Scalable and Dynamic IP Similarity in Enterprise Networks Hazem M. Soliman Geoffrey Salmon Dusan Sovilj M. Rao 22 4 0 09 Oct 2020
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 22 31 0 16 Sep 2020
Attention Flows: Analyzing and Comparing Attention Mechanisms in Language Models Joseph F DeRose Jiayao Wang M. Berger 17 83 0 03 Sep 2020
Compression of Deep Learning Models for Text: A Survey Manish Gupta Puneet Agrawal VLM MedIm AI4CE 22 115 0 12 Aug 2020
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams Amila Silva S. Karunasekera C. Leckie Ling Luo AI4TS 24 2 0 23 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 45 96 0 13 Jul 2020
Robust Prediction of Punctuation and Truecasing for Medical ASR Monica Sunkara S. Ronanki Kalpit Dixit S. Bodapati Katrin Kirchhoff 17 33 0 04 Jul 2020
COMPOSE: Cross-Modal Pseudo-Siamese Network for Patient Trial Matching Junyi Gao Cao Xiao Lucas Glass Jimeng Sun 25 64 0 15 Jun 2020
DeepVar: An End-to-End Deep Learning Approach for Genomic Variant Recognition in Biomedical Literature Chaoran Cheng Fei Tan Zhi Wei 23 7 0 05 Jun 2020
Investigation of learning abilities on linguistic features in sequence-to-sequence text-to-speech synthesis Yusuke Yasuda Xin Wang Junichi Yamagishi AI4TS 22 31 0 20 May 2020
Typilus: Neural Type Hints Miltiadis Allamanis Earl T. Barr Soline Ducousso Zheng Gao 35 131 0 06 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 248 1,454 0 18 Mar 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 27 138 0 18 Feb 2020
A Financial Service Chatbot based on Deep Bidirectional Transformers S. Yu Yuxin Chen Hussain Zaidi 35 33 0 17 Feb 2020
Faster On-Device Training Using New Federated Momentum Algorithm Zhouyuan Huo Qian Yang Bin Gu Heng-Chiao Huang FedML 22 47 0 06 Feb 2020
Teaching Machines to Converse Jiwei Li 29 4 0 31 Jan 2020
Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer Suyoung Lee HyungSeok Han S. Cha Sooel Son 17 85 0 13 Jan 2020
Character-Aware Attention-Based End-to-End Speech Recognition Zhong Meng Yashesh Gaur Jinyu Li Jiawei Liu 23 10 0 06 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 18 85 0 06 Jan 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
DeFINE: DEep Factorized INput Token Embeddings for Neural Sequence Modeling Sachin Mehta Rik Koncel-Kedziorski Mohammad Rastegari Hannaneh Hajishirzi AI4TS 38 23 0 27 Nov 2019
On the Linguistic Representational Power of Neural Machine Translation Models Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass MILM 33 69 0 01 Nov 2019
A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav Steven Bethard 3DV 22 589 0 25 Oct 2019
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language Nguyen Vo Kyumin Lee 17 68 0 05 Oct 2019
Improving Pre-Trained Multilingual Models with Vocabulary Expansion Hai Wang Dian Yu Kai Sun Jianshu Chen Dong Yu 30 41 0 26 Sep 2019
Shallow Syntax in Deep Water Swabha Swayamdipta Matthew E. Peters Brendan Roof Chris Dyer Noah A. Smith 21 10 0 29 Aug 2019
Adaptive Embedding Gate for Attention-Based Scene Text Recognition Xiaoxue Chen Tianwei Wang Yuanzhi Zhu Lianwen Jin Canjie Luo 39 39 0 26 Aug 2019
R-Transformer: Recurrent Neural Network Enhanced Transformer Z. Wang Yao Ma Zitao Liu Jiliang Tang ViT 24 105 0 12 Jul 2019
Few-Shot Representation Learning for Out-Of-Vocabulary Words Ziniu Hu Ting-Li Chen Kai-Wei Chang Yizhou Sun 29 76 0 01 Jul 2019
Sequential Neural Networks as Automata William Merrill 23 75 0 04 Jun 2019
Tiresias: Predicting Security Events Through Deep Learning Yun Shen Enrico Mariconti Pierre-Antoine Vervier Gianluca Stringhini AAML 35 159 0 24 May 2019
Unsupervised Discovery of Temporal Structure in Noisy Data with Dynamical Components Analysis David G. Clark J. Livezey K. Bouchard AI4TS 16 24 0 23 May 2019
Misspelling Oblivious Word Embeddings Bora Edizel Aleksandra Piktus Piotr Bojanowski Rui A. Ferreira Edouard Grave Fabrizio Silvestri 20 63 0 23 May 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 36 148 0 21 May 2019
Knowledge Distillation For Recurrent Neural Network Language Modeling With Trust Regularization Yangyang Shi M. Hwang X. Lei Haoyu Sheng 34 25 0 08 Apr 2019
Effective Context and Fragment Feature Usage for Named Entity Recognition Nargiza Nosirova Mingbin Xu Hui Jiang 19 0 0 05 Apr 2019
75 Languages, 1 Model: Parsing Universal Dependencies Universally Dan Kondratyuk Milan Straka 39 263 0 03 Apr 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction Lifu Tu Kevin Gimpel BDL 41 17 0 01 Apr 2019
A Convolutional Neural Network for Language-Agnostic Source Code Summarization Jessica Moore Ben U. Gelman David Slater 21 20 0 29 Mar 2019
Cloze-driven Pretraining of Self-attention Networks Alexei Baevski Sergey Edunov Yinhan Liu Luke Zettlemoyer Michael Auli 10 198 0 19 Mar 2019
An Innovative Word Encoding Method For Text Classification Using Convolutional Neural Network Amr Adel Helmy Yasser M. K. Omar R. Hodhod 11 8 0 11 Mar 2019
Arabic natural language processing: An overview I. Guellil H. Saadane Faical Azouaou Billel Gueni Damien Nouvel 18 168 0 07 Mar 2019
Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities O. Ganea Sylvain Gelly Gary Bécigneul Aliaksei Severyn 29 18 0 21 Feb 2019
Glyce: Glyph-vectors for Chinese Character Representations Yuxian Meng Wei Wu Fei Wang Xiaoya Li Ping Nie J. Mei Muyu Li Qinghong Han Xiaofei Sun Jiwei Li VLM 27 190 0 29 Jan 2019
MOROCO: The Moldavian and Romanian Dialectal Corpus Andrei M. Butnaru Radu Tudor Ionescu 31 42 0 19 Jan 2019
Exploiting Synchronized Lyrics And Vocal Features For Music Emotion Detection Loreto Parisi Simone Francia Silvio Olivastri Maria Stella Tavella 26 11 0 15 Jan 2019
Accurate, Data-Efficient, Unconstrained Text Recognition with Convolutional Neural Networks Mohamed Yousef K. Hussain U. S. Mohammed 3DV 26 124 0 31 Dec 2018
Measuring Depression Symptom Severity from Spoken Language and 3D Facial Expressions Albert Haque Michelle Guo Adam S. Miner Li Fei-Fei 19 110 0 21 Nov 2018
Jointly Learning to Label Sentences and Tokens Marek Rei Anders Søgaard AI4TS 36 40 0 14 Nov 2018
Characterizing machine learning process: A maturity framework Rama Akkiraju Vibha Sinha Anbang Xu J. Mahmud Pritam Gundecha Zhe Liu Xiaotong Liu John Schumacher 11 60 0 12 Nov 2018