Sequence-to-Sequence Learning as Beam-Search Optimization

9 June 2016

Papers citing "Sequence-to-Sequence Learning as Beam-Search Optimization"

50 / 276 papers shown

Title
Touchless Typing Using Head Movement-based Gestures Shivam Rustagi Aakash Garg P. Anand R. Kumar Yaman Kumar Singla R. Shah 6 4 0 24 Jan 2020
Nested-Wasserstein Self-Imitation Learning for Sequence Generation Ruiyi Zhang Changyou Chen Zhe Gan Zheng Wen Wenlin Wang Lawrence Carin 31 5 0 20 Jan 2020
Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation Xinjie Fan Yizhe Zhang Zhendong Wang Mingyuan Zhou BDL 9 4 0 31 Dec 2019
Cost-Sensitive Training for Autoregressive Models Irina Saparina A. Osokin 11 0 0 08 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 20 311 0 04 Dec 2019
Injecting Prior Knowledge into Image Caption Generation A. Goel Basura Fernando Thanh-Son Nguyen Hakan Bilen 21 0 0 22 Nov 2019
Understanding and Improving Layer Normalization Jingjing Xu Xu Sun Zhiyuan Zhang Guangxiang Zhao Junyang Lin FAtt 18 338 0 16 Nov 2019
Generalization in Generation: A closer look at Exposure Bias Florian Schmidt 19 87 0 01 Oct 2019
Towards Controllable and Personalized Review Generation P. Li Alexander Tuzhilin SyDa 14 36 0 30 Sep 2019
BSDAR: Beam Search Decoding with Attention Reward in Neural Keyphrase Generation Iftitahu Ni'mah Vlado Menkovski Mykola Pechenizkiy 22 2 0 17 Sep 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity John Wieting Taylor Berg-Kirkpatrick Kevin Gimpel Graham Neubig AAML 15 163 0 14 Sep 2019
A Quantum Search Decoder for Natural Language Processing Johannes Bausch Sathyawageeswar Subramanian Stephen Piddock 12 14 0 09 Sep 2019
Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities Bailin Wang Wei Lu 11 33 0 03 Sep 2019
Autoregressive Text Generation Beyond Feedback Loops Florian Schmidt Stephan Mandt Thomas Hofmann AI4TS 10 14 0 30 Aug 2019
Deep Learning Based Chatbot Models Richard Csaky 29 46 0 23 Aug 2019
Controllable Dual Skew Divergence Loss for Neural Machine Translation Fengshun Xiao Hai Zhao Yingting Wu Fengshun Xiao Shu Jiang 19 5 0 22 Aug 2019
Parametric Majorization for Data-Driven Energy Minimization Methods Jonas Geiping Michael Moeller 16 4 0 17 Aug 2019
Joey NMT: A Minimalist NMT Toolkit for Novices Julia Kreutzer Jasmijn Bastings Stefan Riezler MoE 14 115 0 29 Jul 2019
Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss Laura Jehl Carolin (Haas) Lawrence Stefan Riezler 11 10 0 06 Jul 2019
Scheduled Sampling for Transformers Tsvetomila Mihaylova André F. T. Martins 17 64 0 18 Jun 2019
Calibration, Entropy Rates, and Memory in Language Models M. Braverman Xinyi Chen Sham Kakade Karthik Narasimhan Cyril Zhang Yi Zhang 11 38 0 11 Jun 2019
Revisiting Low-Resource Neural Machine Translation: A Case Study Rico Sennrich Biao Zhang 10 223 0 28 May 2019
Learning to Route in Similarity Graphs Dmitry Baranchuk Dmitry Persiyanov A. Sinitsin Artem Babenko 11 36 0 27 May 2019
Exposure Bias versus Self-Recovery: Are Distortions Really Incremental for Autoregressive Text Generation? Tianxing He Jingzhao Zhang Zhiming Zhou James R. Glass 30 32 0 25 May 2019
Learning to Memorize in Neural Task-Oriented Dialogue Systems Chien-Sheng Wu 13 5 0 19 May 2019
AutoAssist: A Framework to Accelerate Training of Deep Neural Networks Jiong Zhang Hsiang-Fu Yu Inderjit S. Dhillon 14 26 0 08 May 2019
Context-Dependent Semantic Parsing over Temporally Structured Data Charles C. Chen Razvan Bunescu 10 3 0 01 May 2019
An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search Kartik Goyal Chris Dyer Taylor Berg-Kirkpatrick 26 16 0 15 Apr 2019
Personalized Bundle List Recommendation Jinze Bai Chang Zhou Junshuai Song Xiaoru Qu Weiting An Zheng Li Jun Gao 11 82 0 03 Apr 2019
Learning to Stop in Structured Prediction for Neural Machine Translation Mingbo Ma Renjie Zheng Liang Huang 20 5 0 01 Apr 2019
Diversifying Reply Suggestions using a Matching-Conditional Variational Autoencoder Budhaditya Deb P. Bailey Milad Shokouhi 19 20 0 25 Mar 2019
Stochastic Beams and Where to Find Them: The Gumbel-Top-k Trick for Sampling Sequences Without Replacement W. Kool H. V. Hoof Max Welling 60 214 0 14 Mar 2019
Calibration of Encoder Decoder Models for Neural Machine Translation Aviral Kumar Sunita Sarawagi 16 98 0 03 Mar 2019
Viable Dependency Parsing as Sequence Labeling Michalina Strzyz David Vilares Carlos Gómez-Rodríguez 30 67 0 27 Feb 2019
A Fully Differentiable Beam Search Decoder R. Collobert Awni Y. Hannun Gabriel Synnaeve 15 40 0 16 Feb 2019
Context in Neural Machine Translation: A Review of Models and Evaluations Andrei Popescu-Belis MedIm 10 28 0 25 Jan 2019
Modeling Human Motion with Quaternion-based Neural Networks Dario Pavllo Christoph Feichtenhofer Michael Auli David Grangier 3DH 25 173 0 21 Jan 2019
Improving Sequence-to-Sequence Learning via Optimal Transport Liqun Chen Yizhe Zhang Ruiyi Zhang Chenyang Tao Zhe Gan Haichao Zhang Bai Li Dinghan Shen Changyou Chen Lawrence Carin OT 11 92 0 18 Jan 2019
Moment Matching Training for Neural Machine Translation: A Preliminary Study Cong Duy Vu Hoang Ioan Calapodescu Marc Dymetman 16 1 0 24 Dec 2018
A Tutorial on Deep Latent Variable Models of Natural Language Yoon Kim Sam Wiseman Alexander M. Rush BDL VLM 30 42 0 17 Dec 2018
Sentence-wise Smooth Regularization for Sequence to Sequence Learning Chengyue Gong Xu Tan Di He Tao Qin AI4TS 32 8 0 12 Dec 2018
Connecting the Dots Between MLE and RL for Sequence Prediction Bowen Tan Zhiting Hu Zichao Yang Ruslan Salakhutdinov Eric P. Xing 12 24 0 24 Nov 2018
Neural Machine Translation with Adequacy-Oriented Learning X. Kong Zhaopeng Tu Shuming Shi Eduard H. Hovy Tong Zhang OffRL 17 26 0 21 Nov 2018
Promising Accurate Prefix Boosting for sequence-to-sequence ASR M. Baskar Lukás Burget Yi-Chen Chen Hung-yi Lee Takaaki Hori Lin-Shan Lee 11 16 0 07 Nov 2018
Neural Phrase-to-Phrase Machine Translation Jiangtao Feng Lingpeng Kong Po-Sen Huang Chong-Jun Wang Da Huang Jiayuan Mao Kan Qiao Dengyong Zhou AIMat 16 14 0 06 Nov 2018
Neural CRF transducers for sequence labeling Kai-Mo Hu Zhijian Ou Min Hu Junlan Feng 14 5 0 04 Nov 2018
Value-based Search in Execution Space for Mapping Instructions to Programs Dor Muhlgay Jonathan Herzig Jonathan Berant 17 6 0 02 Nov 2018
Learning Beam Search Policies via Imitation Learning Renato M. P. Negrinho Matthew R. Gormley Geoffrey J. Gordon 25 27 0 01 Nov 2018
Semantic Parsing for Task Oriented Dialog using Hierarchical Representations S. Gupta Rushin Shah Mrinal Mohit Anuj Kumar M. Lewis 21 202 0 18 Oct 2018
Seq2Slate: Re-ranking and Slate Optimization with RNNs Irwan Bello Sayali Kulkarni Sagar Jain Craig Boutilier Ed H. Chi Elad Eban Xiyang Luo Alan Mackey Ofer Meshi 25 91 0 04 Oct 2018