Title
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 46 72 0 28 Nov 2019
How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions Zewei Chu Mingda Chen Jiehua Chen Miaosen Wang Kevin Gimpel Manaal Faruqui Xiance Si 26 19 0 21 Nov 2019
Neural Duplicate Question Detection without Labeled Training Data Andreas Rucklé N. Moosavi Iryna Gurevych OOD AAML 11 11 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 14 26 0 11 Nov 2019
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 13 196 0 09 Nov 2019
Lipschitz Constrained Parameter Initialization for Deep Transformers Hongfei Xu Qiuhui Liu Josef van Genabith Deyi Xiong Jingyi Zhang ODL 12 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 19 15 0 31 Oct 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 13 41 0 31 Oct 2019
Transformer-based Cascaded Multimodal Speech Translation Zixiu "Alex" Wu Ozan Caglayan Julia Ive Josiah Wang Lucia Specia 25 7 0 29 Oct 2019
Fast Structured Decoding for Sequence Models Zhiqing Sun Zhuohan Li Haoqing Wang Zi Lin Di He Zhihong Deng 19 122 0 25 Oct 2019
PyTorchPipe: a framework for rapid prototyping of pipelines combining language and vision Tomasz Kornuta 6 2 0 18 Oct 2019
Efficiency through Auto-Sizing: Notre Dame NLP's Submission to the WNGT 2019 Efficiency Task Kenton W. Murray Brian DuSell David Chiang 11 2 0 16 Oct 2019
Transformers without Tears: Improving the Normalization of Self-Attention Toan Q. Nguyen Julian Salazar 36 224 0 14 Oct 2019
A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions Jack Hessel Bo Pang Zhenhai Zhu Radu Soricut 19 36 0 07 Oct 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training Qiao Cheng Meiyuan Fang Yaqian Han Jin Huang Yitao Duan 17 16 0 25 Sep 2019
Hint-Based Training for Non-Autoregressive Machine Translation Zhuohan Li Zi Lin Di He Fei Tian Tao Qin Liwei Wang Tie-Yan Liu 23 72 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 199 291 0 14 Sep 2019
A Universal Parent Model for Low-Resource Neural Machine Translation Transfer Mozhdeh Gheini Jonathan May 11 21 0 14 Sep 2019
A Comparative Study on Transformer vs RNN in Speech Applications Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori H. Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 23 716 0 13 Sep 2019
Hierarchical Foresight: Self-Supervised Learning of Long-Horizon Tasks via Visual Subgoal Generation Suraj Nair Chelsea Finn VGen 23 136 0 12 Sep 2019
Self-Attentional Models Application in Task-Oriented Dialogue Generation Systems Mansour Saffar Mehrjardi Amine Trabelsi Osmar R. Zaiane LRM 11 5 0 11 Sep 2019
Question Generation by Transformers Kettip Kriangchaivech A. Wangperawong 9 28 0 09 Sep 2019
Enhancing Machine Translation with Dependency-Aware Self-Attention Emanuele Bugliarello Naoaki Okazaki 15 69 0 06 Sep 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset Bill Byrne K. Krishnamoorthi Chinnadhurai Sankar Arvind Neelakantan Daniel Duckworth Semih Yavuz Ben Goodrich Amit Dubey A. Cedilnik Kyu-Young Kim 14 215 0 01 Sep 2019
Maximizing Mutual Information for Tacotron Peng Liu Xixin Wu Shiyin Kang Guangzhi Li Dan Su Dong Yu 6 15 0 30 Aug 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention Biao Zhang Ivan Titov Rico Sennrich 6 101 0 29 Aug 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 11 152 0 27 Aug 2019
Multilingual Neural Machine Translation with Language Clustering Xu Tan Jiale Chen Di He Yingce Xia Tao Qin Tie-Yan Liu 175 110 0 25 Aug 2019
Leveraging Sentence Similarity in Natural Language Generation: Improving Beam Search using Range Voting Sebastian Borgeaud Guy Edward Toh Emerson 12 18 0 17 Aug 2019
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring Zihan Liu Yan Xu Genta Indra Winata Pascale Fung 13 22 0 16 Aug 2019
Fast and Accurate Capitalization and Punctuation for Automatic Speech Recognition Using Transformer and Chunk Merging Thai-Binh Nguyen V. H. Nguyen Hien Nguyen Pham Ngoc Phuong The-Loc Nguyen Quoc Truong Do Luong Chi Mai 6 45 0 07 Aug 2019
Predicting Actions to Help Predict Translations Zixiu "Alex" Wu Julia Ive Josiah Wang Pranava Madhyastha Lucia Specia 9 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 6 9 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 8 6 0 31 Jul 2019
English-Czech Systems in WMT19: Document-Level Transformer Martin Popel Dominik Machácek Michal Auersperger Ondrej Bojar Pavel Pecina 6 22 0 30 Jul 2019
Representation Degeneration Problem in Training Natural Language Generation Models Jun Gao Di He Xu Tan Tao Qin Liwei Wang Tie-Yan Liu 10 263 0 28 Jul 2019
Hindi Visual Genome: A Dataset for Multimodal English-to-Hindi Machine Translation Shantipriya Parida Ondrej Bojar S. Dash 25 62 0 21 Jul 2019
BERT-DST: Scalable End-to-End Dialogue State Tracking with Bidirectional Encoder Representations from Transformer Guan-Lin Chao Ian Lane 4 102 0 05 Jul 2019
The CUED's Grammatical Error Correction Systems for BEA-2019 Felix Stahlberg Bill Byrne 11 8 0 29 Jun 2019
Widening the Representation Bottleneck in Neural Machine Translation with Lexical Shortcuts Denis Emelin Ivan Titov Rico Sennrich 19 10 0 28 Jun 2019
Comparing Semi-Parametric Model Learning Algorithms for Dynamic Model Estimation in Robotics Sebastian Riedel F. Stulp 22 7 0 27 Jun 2019
CUNI System for the WMT19 Robustness Task Jindřich Helcl Jindrich Libovický Martin Popel 11 10 0 21 Jun 2019
Distilling Translations with Visual Awareness Julia Ive Pranava Madhyastha Lucia Specia VLM 22 76 0 18 Jun 2019
UCAM Biomedical translation at WMT19: Transfer learning multi-domain ensembles Danielle Saunders Felix Stahlberg Bill Byrne MedIm 11 14 0 13 Jun 2019
A Multiscale Visualization of Attention in the Transformer Model Jesse Vig ViT 6 566 0 12 Jun 2019
Cued@wmt19:ewc&lms Felix Stahlberg Danielle Saunders Adria de Gispert Bill Byrne 14 13 0 11 Jun 2019
A Focus on Neural Machine Translation for African Languages Laura Martinus Jade Z. Abbott 11 39 0 11 Jun 2019
Parallel Scheduled Sampling Daniel Duckworth Arvind Neelakantan Ben Goodrich Lukasz Kaiser Samy Bengio 25 23 0 11 Jun 2019
Improving Neural Language Modeling via Adversarial Training Dilin Wang Chengyue Gong Qiang Liu AAML 35 115 0 10 Jun 2019