Title
Few-shot Natural Language Generation for Task-Oriented Dialog Baolin Peng Chenguang Zhu Chunyuan Li Xiujun Li Jinchao Li Michael Zeng Jianfeng Gao 35 198 0 27 Feb 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 92 1,786 0 22 Jan 2020
A Good Sample is Hard to Find: Noise Injection Sampling and Self-Training for Neural Language Generation Models Chris Kedzie Kathleen McKeown 26 36 0 08 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 81 10,720 0 29 Oct 2019
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 256 272 0 30 Sep 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue Anusha Balakrishnan J. Rao Kartikeya Upasani Michael White R. Subba 110 82 0 17 Jun 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 35 141 0 21 Apr 2019
MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling Paweł Budzianowski Tsung-Hsien Wen Bo-Hsiang Tseng I. Casanueva Stefan Ultes Osman Ramadan Milica Gasic 108 1,306 0 29 Sep 2018
The E2E Dataset: New Challenges For End-to-End Generation Jekaterina Novikova Ondrej Dusek Verena Rieser 64 456 0 28 Jun 2017
Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation Albert Gatt E. Krahmer LM&MA ELM 57 814 0 29 Mar 2017
Sequence-Level Knowledge Distillation Yoon Kim Alexander M. Rush 63 1,109 0 25 Jun 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 33 187 0 17 Jun 2016
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic L. Rojas-Barahona Pei-hao Su David Vandyke S. Young 28 188 0 03 Mar 2016
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems Tsung-Hsien Wen Milica Gasic N. Mrksic Pei-hao Su David Vandyke S. Young 61 948 0 07 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 316 149,474 0 22 Dec 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 220 20,467 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 287 27,205 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 420 23,235 0 03 Jun 2014