Sequence-to-Sequence Learning as Beam-Search Optimization

9 June 2016

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

50 / 277 papers shown

Title
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 50 92 0 04 Oct 2018
Optimal Completion Distillation for Sequence Learning S. Sabour William Chan Mohammad Norouzi 29 45 0 02 Oct 2018
Cell-aware Stacked LSTMs for Modeling Sentences Jihun Choi Taeuk Kim Sang-goo Lee AI4TS 24 4 0 07 Sep 2018
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric Xing VLM 44 56 0 04 Sep 2018
Imitation Learning for Neural Morphological String Transduction Peter Makarov Simon Clematide AI4CE 33 33 0 31 Aug 2018
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge Niket Tandon Bhavana Dalvi Joel Grus Wen-tau Yih Antoine Bosselut Peter Clark 32 87 0 29 Aug 2018
Correcting Length Bias in Neural Machine Translation Kenton W. Murray David Chiang AIMat 25 151 0 29 Aug 2018
Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation Yilin Yang Liang Huang Mingbo Ma 28 92 0 28 Aug 2018
Why Do Neural Response Generation Models Prefer Universal Replies? Bowen Wu Nan Jiang Zhifeng Gao Mengyuan Li Zongsheng Wang Suke Li Qihang Feng Wenge Rong Baoxun Wang 41 8 0 28 Aug 2018
Natural Language Generation with Neural Variational Models Hareesh Bahuleyan DRL 16 6 0 27 Aug 2018
Large Margin Neural Language Model Jiaji Huang Yi Li Ming-Yu Liu Liang Huang 21 25 0 27 Aug 2018
Paraphrases as Foreign Languages in Multilingual Neural Machine Translation Zhong Zhou Matthias Sperber A. Waibel LRM 28 19 0 25 Aug 2018
Approximate Distribution Matching for Sequence-to-Sequence Learning Wenhu Chen Guanlin Li Shujie Liu Zhirui Zhang Mu Li M. Zhou OOD BDL 27 0 0 24 Aug 2018
Improving Abstraction in Text Summarization Wojciech Kry'sciñski Romain Paulus Caiming Xiong R. Socher 24 147 0 23 Aug 2018
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers Dongxiang Zhang Lei Wang Nuo Xu B. Dai Heng Tao Shen ReLM AIMat 47 126 0 22 Aug 2018
XL-NBT: A Cross-lingual Neural Belief Tracking Framework Wenhu Chen Jianshu Chen Yu-Chuan Su Xin Eric Wang Dong Yu Xifeng Yan William Yang Wang 35 33 0 19 Aug 2018
Regularizing Neural Machine Translation by Target-bidirectional Agreement Zhirui Zhang Shuo Ren Shujie Liu Mu Li M. Zhou Tong Xu 37 116 0 13 Aug 2018
Improving Sequential Determinantal Point Processes for Supervised Video Summarization Aidean Sharghi Ali Borji Chengtao Li Tianbao Yang Boqing Gong AI4TS 40 47 0 28 Jul 2018
Abstractive and Extractive Text Summarization using Document Context Vector and Recurrent Neural Networks Chandra Khatri Gyanit Singh Nish Parikh 40 60 0 20 Jul 2018
Latent Alignment and Variational Attention Yuntian Deng Yoon Kim Justin T. Chiu Demi Guo Alexander M. Rush BDL 23 110 0 10 Jul 2018
Robust Text-to-SQL Generation with Execution-Guided Decoding Chenglong Wang Kedar Tatwawadi Marc Brockschmidt Po-Sen Huang Yi Mao Oleksandr Polozov Rishabh Singh 34 100 0 09 Jul 2018
On Adversarial Examples for Character-Level Neural Machine Translation J. Ebrahimi Daniel Lowd Dejing Dou AAML 30 218 0 23 Jun 2018
Partially-Supervised Image Captioning Peter Anderson Stephen Gould Mark Johnson 27 32 0 15 Jun 2018
Generating Sentences Using a Dynamic Canvas Harshil Shah Bowen Zheng David Barber 24 7 0 13 Jun 2018
SGM: Sequence Generation Model for Multi-label Classification Pengcheng Yang Xu Sun Wei Li Shuming Ma Wei Wu Houfeng Wang 36 377 0 13 Jun 2018
Deep State Space Models for Unconditional Word Generation Florian Schmidt Thomas Hofmann 25 14 0 12 Jun 2018
Policy Gradient as a Proxy for Dynamic Oracles in Constituency Parsing Daniel Fried Dan Klein 36 27 0 08 Jun 2018
Towards Binary-Valued Gates for Robust LSTM Training Zhuohan Li Di He Fei Tian Wei-neng Chen Tao Qin Liwei Wang Tie-Yan Liu MQ 18 47 0 08 Jun 2018
Distilling Knowledge for Search-based Structured Prediction Yijia Liu Wanxiang Che Huaipeng Zhao Bing Qin Ting Liu 29 22 0 29 May 2018
Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks Sansiri Tarnpradab Fei Liu K. Hua 24 33 0 25 May 2018
Neural Argument Generation Augmented with Externally Retrieved Evidence Xinyu Hua Lu Wang LRM 22 62 0 25 May 2018
QuaterNet: A Quaternion-based Recurrent Model for Human Motion Dario Pavllo David Grangier Michael Auli 3DH 36 261 0 16 May 2018
Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis Rudy Bunel Matthew J. Hausknecht Jacob Devlin Rishabh Singh Pushmeet Kohli NAI 68 217 0 11 May 2018
A comparable study of modeling units for end-to-end Mandarin speech recognition Wei Zou Dongwei Jiang Shuaijiang Zhao Xiangang Li 35 32 0 10 May 2018
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction Zihang Dai Qizhe Xie Eduard H. Hovy 37 6 0 29 Apr 2018
Neural Particle Smoothing for Sampling from Conditional Sequence Models Chu-cheng Lin Jason Eisner BDL 32 12 0 28 Apr 2018
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems Andrea Madotto Chien-Sheng Wu Pascale Fung VLM 30 302 0 23 Apr 2018
A Stable and Effective Learning Strategy for Trainable Greedy Decoding Yun Chen Victor O.K. Li Kyunghyun Cho Samuel R. Bowman 34 28 0 21 Apr 2018
Learning Approximate Inference Networks for Structured Prediction Lifu Tu Kevin Gimpel BDL 19 53 0 09 Mar 2018
Differentiable lower bound for expected BLEU score Vlad Zhukov Eugene Golikov M. Kretov 30 15 0 13 Dec 2017
Structured Set Matching Networks for One-Shot Part Labeling Jonghyun Choi Jayant Krishnamurthy Aniruddha Kembhavi Ali Farhadi 37 23 0 05 Dec 2017
Using stochastic computation graphs formalism for optimization of sequence-to-sequence model Eugene Golikov Vlad Zhukov M. Kretov 37 0 0 21 Nov 2017
Classical Structured Prediction Losses for Sequence to Sequence Learning Sergey Edunov Myle Ott Michael Auli David Grangier MarcÁurelio Ranzato AIMat 58 185 0 14 Nov 2017
Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu Jianfei Cai G. Wang Tsuhan Chen 35 178 0 11 Sep 2017
Globally Normalized Reader Jonathan Raiman John Miller 52 36 0 08 Sep 2017
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 49 40 0 01 Aug 2017
Single-Queue Decoding for Neural Machine Translation Raphael Shu Hideki Nakayama 64 0 0 06 Jul 2017
Efficient Attention using a Fixed-Size Memory Representation D. Britz M. Guan Minh-Thang Luong 3DV 29 32 0 01 Jul 2017
Generative Bridging Network in Neural Sequence Prediction Wenhu Chen Guanlin Li Shuo Ren Shujie Liu Zhirui Zhang Mu Li M. Zhou 28 10 0 28 Jun 2017
Encoder-Decoder Shift-Reduce Syntactic Parsing Jiangming Liu Yue Zhang 18 15 0 24 Jun 2017