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
Incremental Beam Manipulation for Natural Language Generation J. Hargreaves Andreas Vlachos Guy Edward Toh Emerson 14 7 0 04 Feb 2021
Adaptivity without Compromise: A Momentumized, Adaptive, Dual Averaged Gradient Method for Stochastic Optimization Aaron Defazio Samy Jelassi ODL 9 68 0 26 Jan 2021
The Highs and Lows of Simple Lexical Domain Adaptation Approaches for Neural Machine Translation Nikolay Bogoychev Pinzhen Chen 14 6 0 02 Jan 2021
Robust Dialogue Utterance Rewriting as Sequence Tagging Jie Hao Linfeng Song Liwei Wang Kun Xu Zhaopeng Tu Dong Yu 17 6 0 29 Dec 2020
Discriminative Pre-training for Low Resource Title Compression in Conversational Grocery Snehasish Mukherjee Phaniram Sayapaneni Shankara B. Subramanya 8 2 0 13 Dec 2020
Refining Automatic Speech Recognition System for older adults Liu Chen Meysam Asgari 17 7 0 17 Nov 2020
A Hybrid Approach for Improved Low Resource Neural Machine Translation using Monolingual Data Idris Abdulmumin B. Galadanci Abubakar Isa Habeebah Adamu Kakudi Ismaila Idris Sinan 10 6 0 14 Nov 2020
Semi-supervised Autoencoding Projective Dependency Parsing Xiao Zhang Dan Goldwasser 6 0 0 02 Nov 2020
SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning Jianlei Chi YunHuan Qu Ting Liu Q. Zheng Heng Yin 46 50 0 21 Oct 2020
An Empirical Investigation of Beam-Aware Training in Supertagging Renato M. P. Negrinho Matthew R. Gormley Geoffrey J. Gordon 34 3 0 10 Oct 2020
Goal-directed Generation of Discrete Structures with Conditional Generative Models Amina Mollaysa Brooks Paige Alexandros Kalousis 37 8 0 05 Oct 2020
Neural Proof Nets Konstantinos Kogkalidis M. Moortgat R. Moot 12 11 0 26 Sep 2020
Target Conditioning for One-to-Many Generation Marie-Anne Lachaux Armand Joulin Guillaume Lample 6 13 0 21 Sep 2020
Text Generation by Learning from Demonstrations Richard Yuanzhe Pang He He OffRL 21 80 0 16 Sep 2020
Autoregressive Knowledge Distillation through Imitation Learning Alexander Lin Jeremy Wohlwend Howard Chen Tao Lei 42 37 0 15 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 20 12 0 15 Sep 2020
Contrastive Triple Extraction with Generative Transformer Hongbin Ye Ningyu Zhang Shumin Deng Mosha Chen Chuanqi Tan Fei Huang Huajun Chen 17 127 0 14 Sep 2020
Compositional Generalization via Neural-Symbolic Stack Machines Xinyun Chen Chen Liang Adams Wei Yu D. Song Denny Zhou BDL 6 98 0 15 Aug 2020
Future Vector Enhanced LSTM Language Model for LVCSR Qi Liu Y. Qian Kai Yu 9 2 0 31 Jul 2020
App-Aware Response Synthesis for User Reviews Umar Farooq A. B. Siddique Fuad Jamour Zhijia Zhao Vagelis Hristidis AAML 9 13 0 31 Jul 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Towards Ecologically Valid Research on Language User Interfaces H. D. Vries Dzmitry Bahdanau Christopher D. Manning 215 51 0 28 Jul 2020
Learning Randomly Perturbed Structured Predictors for Direct Loss Minimization Hedda Cohen Indelman Tamir Hazan 19 8 0 11 Jul 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 24 55 0 09 Jul 2020
Unsupervised Paraphrasing via Deep Reinforcement Learning A. B. Siddique Samet Oymak Vagelis Hristidis 19 56 0 05 Jul 2020
Learning Optimal Tree Models Under Beam Search Jingwei Zhuo Xinhang Li Wei Dai Ziru Xu Han Li Jian Xu Kun Gai 11 57 0 27 Jun 2020
Implicit Kernel Attention Kyungwoo Song Yohan Jung Dongjun Kim Il-Chul Moon 8 16 0 11 Jun 2020
Exploring the Vulnerability of Deep Neural Networks: A Study of Parameter Corruption Xu Sun Zhiyuan Zhang Xuancheng Ren Ruixuan Luo Liangyou Li 22 39 0 10 Jun 2020
Fusion Recurrent Neural Network Yiwen Sun Yulu Wang Kun Fu Zheng Wang Changshui Zhang Jieping Ye 8 1 0 07 Jun 2020
MLE-guided parameter search for task loss minimization in neural sequence modeling Sean Welleck Kyunghyun Cho 13 10 0 04 Jun 2020
Req2Lib: A Semantic Neural Model for Software Library Recommendation Zhensu Sun Yan Liu Ziming Cheng Chen Yang Pengyu Che 6 16 0 24 May 2020
Learning Constraints for Structured Prediction Using Rectifier Networks Xingyuan Pan Maitrey Mehta Vivek Srikumar 9 8 0 23 May 2020
Investigating Label Bias in Beam Search for Open-ended Text Generation Liang Wang Jinlong Liu Jingming Liu 15 1 0 22 May 2020
Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation Bryan Eikema Wilker Aziz 8 130 0 20 May 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation Chaojun Wang Rico Sennrich 11 155 0 07 May 2020
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization Canwen Xu Jiaxin Pei Hongtao Wu Yiyu Liu Chenliang Li MLLM VLM 17 14 0 26 Apr 2020
Neural Approaches for Data Driven Dependency Parsing in Sanskrit Amrith Krishna Ashim Gupta Deepak Garasangi Jivnesh Sandhan Pavankumar Satuluri Pawan Goyal 19 6 0 17 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 6 47 0 07 Apr 2020
Character-level Japanese Text Generation with Attention Mechanism for Chest Radiography Diagnosis Kenya Sakka Kotaro Nakayama Nisei Kimura Taiki Inoue Yusuke Iwasawa Ryohei Yamaguchi Yosimasa Kawazoe K. Ohe Y. Matsuo 9 2 0 06 Apr 2020
Gradient-based adversarial attacks on categorical sequence models via traversing an embedded world I. Fursov Alexey Zaytsev Nikita Klyuchnikov A. Kravchenko Evgeny Burnaev AAML SILM 17 11 0 09 Mar 2020
Pseudo-Convolutional Policy Gradient for Sequence-to-Sequence Lip-Reading Mingshuang Luo Shuang Yang Shiguang Shan Xilin Chen 19 41 0 09 Mar 2020
Investigating the Decoders of Maximum Likelihood Sequence Models: A Look-ahead Approach Yu-Siang Wang Yen-Ling Kuo Boris Katz 23 3 0 08 Mar 2020
Multi-object Tracking via End-to-end Tracklet Searching and Ranking Tao Hu Lichao Huang Han Shen VOT 37 6 0 04 Mar 2020
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom Paul-Alexis Dray Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano 26 33 0 24 Feb 2020
Guider láttention dans les modeles de sequence a sequence pour la prediction des actes de dialogue Pierre Colombo E. Chapuis Matteo Manica Emmanuel Vignon Giovanna Varni Chloé Clavel 3DV 31 2 0 21 Feb 2020
Guiding attention in Sequence-to-sequence models for Dialogue Act prediction Pierre Colombo E. Chapuis Matteo Manica Emmanuel Vignon Giovanna Varni Chloé Clavel 3DV 7 63 0 20 Feb 2020
Multi-layer Representation Fusion for Neural Machine Translation Qiang Wang Fuxue Li Tong Xiao Yanyang Li Yinqiao Li Jingbo Zhu AI4CE 15 52 0 16 Feb 2020
Differentiable Top-k Operator with Optimal Transport Yujia Xie H. Dai Minshuo Chen Bo Dai T. Zhao H. Zha Wei Wei Tomas Pfister OT 32 27 0 16 Feb 2020
LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention Xiaoya Li Yuxian Meng Arianna Yuan Fei Wu Jiwei Li 37 12 0 08 Feb 2020
Teaching Machines to Converse Jiwei Li 26 4 0 31 Jan 2020