Title
Trivial Transfer Learning for Low-Resource Neural Machine Translation Tom Kocmi Ondrej Bojar 22 171 0 02 Sep 2018
Zero-shot Transfer Learning for Semantic Parsing J. Dadashkarimi Alexander R. Fabbri S. Tatikonda Dragomir R. Radev 23 4 0 27 Aug 2018
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing Taku Kudo John Richardson 23 3,469 0 19 Aug 2018
Multi-Task Learning for Sequence Tagging: An Empirical Study Soravit Changpinyo Hexiang Hu Fei Sha 29 67 0 13 Aug 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 30 139 0 02 Jul 2018
Dynamic Multi-Level Multi-Task Learning for Sentence Simplification Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 36 66 0 19 Jun 2018
A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation Surafel Melaku Lakew Mauro Cettolo Marcello Federico 33 103 0 18 Jun 2018
Translations as Additional Contexts for Sentence Classification Reinald Kim Amplayo Kyungjae Lee Jinyeong Yeo Seung-won Hwang 49 17 0 14 Jun 2018
Multilingual Neural Machine Translation with Task-Specific Attention Graeme W. Blackwood Miguel Ballesteros T. Ward 21 79 0 08 Jun 2018
Natural Language Generation for Electronic Health Records Scott H. Lee SyDa 16 81 0 01 Jun 2018
Zero-Shot Dual Machine Translation L. Sestorain Massimiliano Ciaramita Christian Buck Thomas Hofmann 36 23 0 25 May 2018
Global-Locally Self-Attentive Dialogue State Tracker Victor Zhong Caiming Xiong R. Socher 13 188 0 19 May 2018
Chief complaint classification with recurrent neural networks Scott H. Lee Drew Levin Patrick D. Finley C. Heilig 18 30 0 19 May 2018
SemStyle: Learning to Generate Stylised Image Captions using Unaligned Text A. Mathews Lexing Xie Xuming He VLM 24 115 0 18 May 2018
Regularization Learning Networks: Deep Learning for Tabular Datasets Ira Shavitt E. Segal AI4CE 26 20 0 16 May 2018
Neural Machine Translation Decoding with Terminology Constraints Eva Hasler Adria de Gispert Gonzalo Iglesias Bill Byrne AI4CE 21 108 0 09 May 2018
Polite Dialogue Generation Without Parallel Data Tong Niu Joey Tianyi Zhou OffRL MoMe 27 168 0 08 May 2018
Seq2Seq-Vis: A Visual Debugging Tool for Sequence-to-Sequence Models Hendrik Strobelt Sebastian Gehrmann M. Behrisch Adam Perer Hanspeter Pfister Alexander M. Rush VLM HAI 31 239 0 25 Apr 2018
Style Transfer Through Back-Translation Shrimai Prabhumoye Yulia Tsvetkov Ruslan Salakhutdinov A. Black 35 382 0 24 Apr 2018
Scheduled Multi-Task Learning: From Syntax to Translation E. Kiperwasser Miguel Ballesteros 30 82 0 24 Apr 2018
A neural interlingua for multilingual machine translation Y. Lu Phillip Keung Faisal Ladhak Vikas Bhardwaj Shaonan Zhang Jason Sun AI4CE 34 125 0 23 Apr 2018
Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation Zhong Zhou Matthias Sperber A. Waibel 8 12 0 21 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 41 342 0 17 Apr 2018
Neural Kinematic Networks for Unsupervised Motion Retargetting Ruben Villegas Jimei Yang Duygu Ceylan Honglak Lee GAN 16 211 0 16 Apr 2018
Modular Generative Adversarial Networks Bo Zhao B. Chang Zequn Jie Leonid Sigal GAN 33 80 0 10 Apr 2018
The Geometry of Culture: Analyzing Meaning through Word Embeddings Austin C. Kozlowski Matt Taddy James A. Evans 35 379 0 25 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
Demystifying Parallel and Distributed Deep Learning: An In-Depth Concurrency Analysis Tal Ben-Nun Torsten Hoefler GNN 33 703 0 26 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
Zero-Resource Neural Machine Translation with Multi-Agent Communication Game Yun Chen Yang Liu V. Li 41 47 0 09 Feb 2018
Multi-Dialect Speech Recognition With A Single Sequence-To-Sequence Model Bo-wen Li Tara N. Sainath K. Sim M. Bacchiani Eugene Weinstein Patrick Nguyen Z. Chen Yan-Qing Wu Kanishka Rao 26 133 0 05 Dec 2017
Machine Translation using Semantic Web Technologies: A Survey Diego Moussallem Matthias Wauer A. N. Ngomo 3DV 30 60 0 26 Nov 2017
Evaluating prose style transfer with the Bible Keith Carlson A. Riddell D. Rockmore 30 53 0 13 Nov 2017
Building machines that adapt and compute like brains Brenden M. Lake J. Tenenbaum AI4CE FedML NAI AILaw 254 890 0 11 Nov 2017
Memory-augmented Neural Machine Translation Yang Feng Shiyue Zhang Andi Zhang Dong Wang Andrew Abel 46 58 0 07 Aug 2017
Exploiting Linguistic Resources for Neural Machine Translation Using Multi-task Learning Jan Niehues Eunah Cho 14 115 0 03 Aug 2017
Learning Language Representations for Typology Prediction Chaitanya Malaviya Graham Neubig Patrick Littell 50 108 0 29 Jul 2017
Using Artificial Tokens to Control Languages for Multilingual Image Caption Generation Satoshi Tsutsui David J. Crandall 16 19 0 20 Jun 2017
One Model To Learn Them All Lukasz Kaiser Aidan Gomez Noam M. Shazeer Ashish Vaswani Niki Parmar Llion Jones Jakob Uszkoreit VLM ViT 28 333 0 16 Jun 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng V. Li 35 147 0 02 May 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 37 209 0 13 Apr 2017
What do Neural Machine Translation Models Learn about Morphology? Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass 61 410 0 11 Apr 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Z. Chen 28 341 0 24 Mar 2017
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets Zhen-Le Yang Wei Chen Feng Wang Bo Xu GAN AI4CE 36 169 0 15 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 37 171 0 05 Mar 2017
Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages Raj Dabre Fabien Cromierès Sadao Kurohashi 24 31 0 20 Feb 2017
Trainable Greedy Decoding for Neural Machine Translation Jiatao Gu Kyunghyun Cho V. Li 24 73 0 08 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,503 0 25 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 55 2,524 0 23 Jan 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017