Sequence Level Training with Recurrent Neural Networks

20 November 2015

Papers citing "Sequence Level Training with Recurrent Neural Networks"

49 / 349 papers shown

Title
A Continuous Relaxation of Beam Search for End-to-end Training of Neural Sequence Models Kartik Goyal Graham Neubig Chris Dyer Taylor Berg-Kirkpatrick 3DV 44 40 0 01 Aug 2017
A Shared Task on Bandit Learning for Machine Translation Artem Sokolov Julia Kreutzer Kellen Sunderland Pavel Danchenko Witold Szymaniak Hagen Fürstenau Stefan Riezler 31 16 0 27 Jul 2017
Reinforcement Learning for Bandit Neural Machine Translation with Simulated Human Feedback Khanh Nguyen Hal Daumé Jordan L. Boyd-Graber 30 135 0 24 Jul 2017
Grammatical Error Correction with Neural Reinforcement Learning Keisuke Sakaguchi Matt Post Benjamin Van Durme 21 58 0 02 Jul 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 65 0 0 30 Jun 2017
Neural Machine Translation with Gumbel-Greedy Decoding Jiatao Gu Daniel Jiwoong Im V. Li 25 35 0 22 Jun 2017
Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model Jiasen Lu A. Kannan Jianwei Yang Devi Parikh Dhruv Batra BDL 38 136 0 05 Jun 2017
A Deep Reinforced Model for Abstractive Summarization Romain Paulus Caiming Xiong R. Socher AI4TS 41 1,548 0 11 May 2017
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 53 187 0 04 May 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
From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood Kelvin Guu Panupong Pasupat E. Liu Percy Liang 34 190 0 25 Apr 2017
Differentiable Scheduled Sampling for Credit Assignment Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 29 40 0 23 Apr 2017
Learning to Skim Text Adams Wei Yu Hongrae Lee Quoc V. Le RALM 38 124 0 23 Apr 2017
Bandit Structured Prediction for Neural Sequence-to-Sequence Learning Julia Kreutzer Artem Sokolov Stefan Riezler 27 49 0 21 Apr 2017
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images Rakshith Shetty Bernt Schiele Mario Fritz 35 223 0 30 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
Data Distillation for Controlling Specificity in Dialogue Generation Jiwei Li Will Monroe Dan Jurafsky 23 22 0 22 Feb 2017
Batch Policy Gradient Methods for Improving Neural Conversation Models Kirthevasan Kandasamy Yoram Bachrach Ryota Tomioka Daniel Tarlow David Carter OffRL 24 37 0 10 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
Learning to Decode for Future Success Jiwei Li Will Monroe Dan Jurafsky 34 58 0 23 Jan 2017
Adversarial Learning for Neural Dialogue Generation Jiwei Li Will Monroe Tianlin Shi Sébastien Jean Alan Ritter Dan Jurafsky 21 897 0 23 Jan 2017
Comprehension-guided referring expressions Ruotian Luo Gregory Shakhnarovich ObjD 29 171 0 12 Jan 2017
Learning through Dialogue Interactions by Asking Questions Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston 14 55 0 15 Dec 2016
Coupling Distributed and Symbolic Execution for Natural Language Queries Lili Mou Zhengdong Lu Hang Li Zhi Jin NAI FedML 33 43 0 08 Dec 2016
Areas of Attention for Image Captioning M. Pedersoli Thomas Lucas Cordelia Schmid Jakob Verbeek 33 205 0 03 Dec 2016
Self-critical Sequence Training for Image Captioning Steven J. Rennie E. Marcheret Youssef Mroueh Jerret Ross Vaibhava Goel 11 1,877 0 02 Dec 2016
Dialogue Learning With Human-In-The-Loop Jiwei Li Alexander H. Miller S. Chopra MarcÁurelio Ranzato Jason Weston OffRL 227 134 0 29 Nov 2016
A Simple, Fast Diverse Decoding Algorithm for Neural Generation Jiwei Li Will Monroe Dan Jurafsky 33 239 0 25 Nov 2016
Dense Captioning with Joint Inference and Visual Context L. Yang K. Tang Jianchao Yang Li-Jia Li VLM 30 169 0 21 Nov 2016
A Connection between Generative Adversarial Networks, Inverse Reinforcement Learning, and Energy-Based Models Chelsea Finn Paul Christiano Pieter Abbeel Sergey Levine OffRL AI4CE GAN 30 350 0 11 Nov 2016
Quasi-Recurrent Neural Networks James Bradbury Stephen Merity Caiming Xiong R. Socher 44 437 0 05 Nov 2016
Dual Learning for Machine Translation Yingce Xia Di He Tao Qin Liwei Wang Nenghai Yu Tie-Yan Liu Wei-Ying Ma AI4CE 17 846 0 01 Nov 2016
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision Chen Liang Jonathan Berant Quoc V. Le Kenneth D. Forbus Ni Lao NAI 49 404 0 31 Oct 2016
Vocabulary Selection Strategies for Neural Machine Translation Gurvan L'Hostis David Grangier Michael Auli 22 41 0 01 Oct 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,748 0 26 Sep 2016
SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient Lantao Yu Weinan Zhang Jun Wang Yong Yu GAN 20 2,385 0 18 Sep 2016
Reward Augmented Maximum Likelihood for Neural Structured Prediction Mohammad Norouzi Samy Bengio Z. Chen Navdeep Jaitly M. Schuster Yonghui Wu Dale Schuurmans 32 252 0 01 Sep 2016
An Actor-Critic Algorithm for Sequence Prediction Dzmitry Bahdanau Philemon Brakel Kelvin Xu Anirudh Goyal Ryan J. Lowe Joelle Pineau Aaron Courville Yoshua Bengio 57 635 0 24 Jul 2016
CUNI System for WMT16 Automatic Post-Editing and Multimodal Translation Tasks Jindrich Libovický Jindřich Helcl Marek Tlustý Pavel Pecina Ondrej Bojar 11 67 0 23 Jun 2016
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings Ondrej Dusek Filip Jurcícek 16 187 0 17 Jun 2016
Sequence-to-Sequence Learning as Beam-Search Optimization Sam Wiseman Alexander M. Rush 44 589 0 09 Jun 2016
An Attentional Neural Conversation Model with Improved Specificity Kaisheng Yao Baolin Peng Geoffrey Zweig Kam-Fai Wong 37 30 0 03 Jun 2016
Stochastic Structured Prediction under Bandit Feedback Artem Sokolov Julia Kreutzer Christopher Lo Stefan Riezler 21 29 0 02 Jun 2016
Dialog-based Language Learning Jason Weston LLMAG 24 108 0 20 Apr 2016
Neural Headline Generation with Sentence-wise Optimization Ayana Shiqi Shen Yu Zhao Zhiyuan Liu Maosong Sun 16 55 0 07 Apr 2016
Training with Exploration Improves a Greedy Stack-LSTM Parser Miguel Ballesteros Yoav Goldberg Chris Dyer Noah A. Smith 28 77 0 11 Mar 2016
Video Paragraph Captioning Using Hierarchical Recurrent Neural Networks Haonan Yu Jiang Wang Zhiheng Huang Yi Yang Wenyuan Xu 44 560 0 26 Oct 2015