Title
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Using Artificial Tokens to Control Languages for Multilingual Image Caption Generation Satoshi Tsutsui David J. Crandall 171 21 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 213 345 0 16 Jun 2017
Transfer Learning for Neural Semantic Parsing Xing Fan Emilio Monti Lambert Mathias Markus Dreyer 181 65 0 14 Jun 2017
Controllable Invariance through Adversarial Feature LearningNeural Information Processing Systems (NeurIPS), 2017 Qizhe Xie Zihang Dai Yulun Du Eduard H. Hovy Graham Neubig OOD 257 302 0 31 May 2017
Ask the Right Questions: Active Question Reformulation with Reinforcement Learning Christian Buck Jannis Bulian Massimiliano Ciaramita Wojciech Gajewski Andrea Gesmundo N. Houlsby Wei Wang 226 175 0 22 May 2017
A Teacher-Student Framework for Zero-Resource Neural Machine Translation Yun Chen Yang Liu Yong Cheng Victor O.K. Li 197 151 0 02 May 2017
An Empirical Analysis of NMT-Derived Interlingual Embeddings and their Use in Parallel Sentence Identification C. España-Bonet Á. Varga Alberto Barrón-Cedeño Josef van Genabith 125 74 0 18 Apr 2017
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 319 216 0 13 Apr 2017
What do Neural Machine Translation Models Learn about Morphology? Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass 352 427 0 11 Apr 2017
Multi-space Variational Encoder-Decoders for Semi-supervised Labeled Sequence Transduction Chunting Zhou Graham Neubig DRL BDL 192 55 0 06 Apr 2017
Multitask Learning with Low-Level Auxiliary Tasks for Encoder-Decoder Based Speech Recognition Shubham Toshniwal Hao Tang Liang Lu Karen Livescu 209 123 0 05 Apr 2017
Building a Neural Machine Translation System Using Only Synthetic Parallel Data Jaehong Park Jongyoon Song Sungroh Yoon SyDa 220 24 0 02 Apr 2017
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion Katharina Kann Robert Bamler Hinrich Schütze 190 40 0 31 Mar 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 267 360 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 241 171 0 15 Mar 2017
Neural Machine Translation and Sequence-to-sequence Models: A Tutorial Graham Neubig AIMat 225 182 0 05 Mar 2017
Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple LanguagesMachine Translation Summit (MT Summit), 2017 Mary Dabre Fabien Cromierès Sadao Kurohashi 201 33 0 20 Feb 2017
Trainable Greedy Decoding for Neural Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2017 Jiatao Gu Dong Wang Victor O.K. Li 232 76 0 08 Feb 2017
Semi-Supervised QA with Generative Domain-Adaptive NetsAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Zhilin Yang Junjie Hu Ruslan Salakhutdinov William W. Cohen OOD 134 157 0 07 Feb 2017
Neural Semantic Parsing over Multiple Knowledge-basesAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Jonathan Herzig Jonathan Berant 179 58 0 06 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 815 1,719 0 25 Jan 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts LayerInternational Conference on Learning Representations (ICLR), 2017 Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 556 3,576 0 23 Jan 2017
An Empirical Comparison of Simple Domain Adaptation Methods for Neural Machine Translation Chenhui Chu Mary Dabre Sadao Kurohashi 126 63 0 12 Jan 2017
OpenNMT: Open-Source Toolkit for Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL), 2017 Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 646 1,935 0 10 Jan 2017
Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks Marwin H. S. Segler T. Kogej C. Tyrchan M. Waller 215 98 0 05 Jan 2017
Linking the Neural Machine Translation and the Prediction of Organic Chemistry Reactions Juno Nam Jurae Kim 93 82 0 29 Dec 2016
Continuous multilinguality with language vectorsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2016 Robert Östling Jörg Tiedemann 152 83 0 22 Dec 2016
Domain Control for Neural Machine TranslationRecent Advances in Natural Language Processing (RANLP), 2016 Catherine Kobus Josep Crego Jean Senellart AI4CE 205 193 0 19 Dec 2016
Neural Machine Translation with Pivot Languages Yong Cheng Yang Liu Qian Yang Maosong Sun Wenyuan Xu 131 98 0 15 Nov 2016
Cseq2seq: Cyclic Sequence-to-Sequence Learning Biao Zhang Deyi Xiong Jinsong Su 200 11 0 29 Jul 2016
Cognitive Science in the era of Artificial Intelligence: A roadmap for reverse-engineering the infant language-learner Emmanuel Dupoux 264 175 0 29 Jul 2016