Title
FlauBERT: Unsupervised Language Model Pre-training for FrenchInternational Conference on Language Resources and Evaluation (LREC), 2019 Hang Le Loïc Vial Jibril Frej Vincent Segonne Maximin Coavoux Benjamin Lecouteux A. Allauzen Benoît Crabbé Laurent Besacier D. Schwab AI4CE 330 429 0 11 Dec 2019
Neural Machine Translation: A Review and SurveyJournal of Artificial Intelligence Research (JAIR), 2019 Felix Stahlberg 3DV AI4TS MedIm 351 381 0 04 Dec 2019
Neural Academic Paper Generation Samet Demir Uras Mutlu Özgür Özdemir 69 3 0 02 Dec 2019
Multimodal Machine Translation through Visuals and SpeechMachine Translation (MT), 2019 U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 188 87 0 28 Nov 2019
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed QuestionsAAAI Conference on Artificial Intelligence (AAAI), 2019 Zewei Chu Mingda Chen Jiehua Chen Miaosen Wang Kevin Gimpel Manaal Faruqui Xiance Si 182 21 0 21 Nov 2019
Neural Duplicate Question Detection without Labeled Training DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Andreas Rucklé N. Moosavi Iryna Gurevych OOD AAML 189 13 0 13 Nov 2019
Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning Sathish Indurthi HyoJung Han Nikhil Kumar Lakumarapu Beomseok Lee Insoo Chung Sangha Kim Chanwoo Kim 183 28 0 11 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from TransformersFindings (Findings), 2019 Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 412 206 0 09 Nov 2019
Lipschitz Constrained Parameter Initialization for Deep TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Hongfei Xu Qiuhui Liu Josef van Genabith Deyi Xiong Jingyi Zhang ODL 258 26 0 08 Nov 2019
Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning Arvind Neelakantan Semih Yavuz Sharan Narang V. Prasad Ben Goodrich Daniel Duckworth Chinnadhurai Sankar Xifeng Yan 123 15 0 31 Oct 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) TaskInternational Conference on Language Resources and Evaluation (LREC), 2019 Valeriya Slovikovskaya 112 46 0 31 Oct 2019
Transformer-based Cascaded Multimodal Speech TranslationInternational Workshop on Spoken Language Translation (IWSLT), 2019 Zixiu "Alex" Wu Ozan Caglayan Julia Ive Josiah Wang Lucia Specia 163 7 0 29 Oct 2019
Fast Structured Decoding for Sequence ModelsNeural Information Processing Systems (NeurIPS), 2019 Zhiqing Sun Zhuohan Li Haoqing Wang Zi Lin Di He Zhihong Deng 243 128 0 25 Oct 2019
PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision Tomasz Kornuta 115 3 0 18 Oct 2019
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency TaskConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Kenton W. Murray Brian DuSell David Chiang 86 2 0 16 Oct 2019
Transformers without Tears: Improving the Normalization of Self-AttentionInternational Workshop on Spoken Language Translation (IWSLT), 2019 Toan Q. Nguyen Julian Salazar 251 246 0 14 Oct 2019
HuggingFace's Transformers: State-of-the-art Natural Language Processing Thomas Wolf Lysandre Debut Victor Sanh Julien Chaumond Clement Delangue ... Teven Le Scao Sylvain Gugger Mariama Drame Quentin Lhoest Alexander M. Rush AI4CE 420 3,183 0 09 Oct 2019
A Case Study on Combining ASR and Visual Features for Generating Instructional Video CaptionsConference on Computational Natural Language Learning (CoNLL), 2019 Jack Hessel Bo Pang Zhenhai Zhu Radu Soricut 165 39 0 07 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 324 409 0 25 Sep 2019
Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability TrainingInternational Workshop on Spoken Language Translation (IWSLT), 2019 Qiao Cheng Meiyuan Fang Yaqian Han Jin Huang Yitao Duan 236 18 0 25 Sep 2019
Hint-Based Training for Non-Autoregressive Machine TranslationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Zhuohan Li Zi Lin Di He Fei Tian Tao Qin Liwei Wang Tie-Yan Liu 170 75 0 15 Sep 2019
NeMo: a toolkit for building AI applications using Neural Modules Oleksii Kuchaiev Jason Chun Lok Li Huyen Nguyen Oleksii Hrinchuk Ryan Leary ... Jack Cook P. Castonguay Mariya Popova Jocelyn Huang Jonathan M. Cohen 455 351 0 14 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 78 22 0 14 Sep 2019
A Comparative Study on Transformer vs RNN in Speech ApplicationsAutomatic Speech Recognition & Understanding (ASRU), 2019 Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori Hirofumi Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 260 778 0 13 Sep 2019
Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal GenerationInternational Conference on Learning Representations (ICLR), 2019 Suraj Nair Chelsea Finn VGen 167 143 0 12 Sep 2019
Self-Attentional Models Application in Task-Oriented Dialogue Generation SystemsRecent Advances in Natural Language Processing (RANLP), 2019 Mansour Saffar Mehrjardi Amine Trabelsi Osmar R. Zaiane LRM 84 5 0 11 Sep 2019
Question Generation by Transformers Kettip Kriangchaivech A. Wangperawong 163 30 0 09 Sep 2019
Enhancing Machine Translation with Dependency-Aware Self-AttentionAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Emanuele Bugliarello Naoaki Okazaki 175 73 0 06 Sep 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog DatasetConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Bill Byrne Karthikeyan K Chinnadhurai Sankar Arvind Neelakantan Daniel Duckworth Semih Yavuz Ben Goodrich Amit Dubey A. Cedilnik Kyu-Young Kim 160 228 0 01 Sep 2019
Maximizing Mutual Information for Tacotron Peng Liu Xixin Wu Shiyin Kang Guangzhi Li Jane Polak Scowcroft Dong Yu 205 16 0 30 Aug 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Biao Zhang Ivan Titov Rico Sennrich 167 115 0 29 Aug 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Felix Stahlberg Bill Byrne LRM 213 160 0 27 Aug 2019
Multilingual Neural Machine Translation with Language ClusteringConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Xu Tan Jiale Chen Di He Ziheng Lu Tao Qin Tie-Yan Liu 379 119 0 25 Aug 2019
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range VotingWorkshop on Neural Generation and Translation (WNGT), 2019 Sebastian Borgeaud Guy Edward Toh Emerson 170 21 0 17 Aug 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model RescoringConference on Machine Translation (WMT), 2019 Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 316 22 0 16 Aug 2019
Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk MergingOriental COCOSDA International Conference on Speech Database and Assessments (COCOSDA), 2019 Thai-Binh Nguyen V. H. Nguyen Hien Nguyen Pham Ngoc Phuong The-Loc Nguyen Quoc Truong Do Luong Chi Mai 99 48 0 07 Aug 2019
Predicting Actions to Help Predict Translations Zixiu "Alex" Wu Julia Ive Josiah Wang Pranava Madhyastha Lucia Specia 167 7 0 05 Aug 2019
DELTA: A DEep learning based Language Technology plAtform Kun Han Junwen Chen Hui Zhang Haiyang Xu Yiping Peng ... Cheng Gong Yunbo Wang Wei Zou Hui Song Xiangang Li VLM 94 10 0 02 Aug 2019
Learning Question-Guided Video Representation for Multi-Turn Video Question Answering Guan-Lin Chao Abhinav Rastogi Semih Yavuz Dilek Z. Hakkani-Tür Jindong Chen Ian Lane 79 6 0 31 Jul 2019
English-Czech Systems in WMT19: Document-Level TransformerConference on Machine Translation (WMT), 2019 Martin Popel Dominik Machácek Michal Auersperger Ondrej Bojar Pavel Pecina 122 22 0 30 Jul 2019
Representation Degeneration Problem in Training Natural Language Generation ModelsInternational Conference on Learning Representations (ICLR), 2019 Jun Gao Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu 206 305 0 28 Jul 2019
Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine TranslationJournal of Computacion y Sistemas (JCYS), 2019 Shantipriya Parida Ondrej Bojar S. Dash 142 65 0 21 Jul 2019
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from TransformerInterspeech (Interspeech), 2019 Guan-Lin Chao Ian Lane 153 109 0 05 Jul 2019
The CUED's Grammatical Error Correction Systems for BEA-2019 Felix Stahlberg Bill Byrne 173 8 0 29 Jun 2019
Widening the Representation Bottleneck in Neural Machine Translation with Lexical ShortcutsConference on Machine Translation (WMT), 2019 Denis Emelin Ivan Titov Rico Sennrich 122 10 0 28 Jun 2019
Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics Sebastian Riedel F. Stulp 125 7 0 27 Jun 2019
CUNI System for the WMT19 Robustness TaskConference on Machine Translation (WMT), 2019 Jindřich Helcl Jindrich Libovický Martin Popel 111 10 0 21 Jun 2019
Distilling Translations with Visual AwarenessAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Julia Ive Pranava Madhyastha Lucia Specia VLM 204 85 0 18 Jun 2019
UCAM Biomedical translation at WMT19: Transfer learning multi-domain ensemblesConference on Machine Translation (WMT), 2019 Danielle Saunders Felix Stahlberg Bill Byrne MedIm 123 14 0 13 Jun 2019
A Multiscale Visualization of Attention in the Transformer ModelAnnual Meeting of the Association for Computational Linguistics (ACL), 2019 Jesse Vig ViT 187 651 0 12 Jun 2019