FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow

5 September 2019

Xuezhe Ma

Chunting Zhou

Xian Li

Graham Neubig

Papers citing "FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow"

44 / 44 papers shown

Title
Beyond Next Token Prediction: Patch-Level Training for Large Language Models Chenze Shao Fandong Meng Jie Zhou 51 1 0 17 Jul 2024
What Have We Achieved on Non-autoregressive Translation? Yafu Li Huajian Zhang Jianhao Yan Yongjing Yin Yue Zhang 42 1 0 21 May 2024
GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding Konstantin Yakovlev Alexander Podolskiy A. Bout Sergey I. Nikolenko Irina Piontkovskaya 33 4 0 14 Nov 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation Yuxi Feng Xiaoyuan Yi L. Lakshmanan Xing Xie 27 1 0 17 Jun 2023
Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline Zangwei Zheng Xiaozhe Ren Fuzhao Xue Yang Luo Xin Jiang Yang You 42 55 0 22 May 2023
EIT: Enhanced Interactive Transformer Tong Zheng Bei Li Huiwen Bao Tong Xiao Jingbo Zhu 32 2 0 20 Dec 2022
Controllable Text Generation via Probability Density Estimation in the Latent Space Yuxuan Gu Xiaocheng Feng Sicheng Ma Lingyuan Zhang Heng Gong Weihong Zhong Bing Qin 24 18 0 16 Dec 2022
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators Xinyou Wang Zaixiang Zheng Shujian Huang 18 4 0 11 Nov 2022
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control Xiaochuang Han Sachin Kumar Yulia Tsvetkov 45 79 0 31 Oct 2022
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation Junyi Li Tianyi Tang Wayne Xin Zhao J. Nie Ji-Rong Wen 22 17 0 24 Oct 2022
Multi-Granularity Optimization for Non-Autoregressive Translation Yafu Li Leyang Cui Yongjing Yin Yue Zhang 37 7 0 20 Oct 2022
Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation Chenze Shao Zhengrui Ma Yang Feng 42 14 0 11 Oct 2022
Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation Chenze Shao Yang Feng 35 20 0 08 Oct 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 173 781 0 27 May 2022
$$\textit{latent}$-GLAT: Glancing at Latent Variables for Parallel Text Generation$ $\textit{latent}$ -GLAT: Glancing at Latent Variables for Parallel Text Generation Yu Bao Hao Zhou Shujian Huang Dongqi Wang Lihua Qian Xinyu Dai Jiajun Chen Lei Li 31 38 0 05 Apr 2022
Semi-Discrete Normalizing Flows through Differentiable Tessellation Ricky T. Q. Chen Brandon Amos Maximilian Nickel 32 10 0 14 Mar 2022
Step-unrolled Denoising Autoencoders for Text Generation Nikolay Savinov Junyoung Chung Mikolaj Binkowski Erich Elsen Aaron van den Oord DiffM 22 116 0 13 Dec 2021
AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate Jongyoon Song Sungwon Kim Sungroh Yoon 74 37 0 14 Sep 2021
Non-autoregressive End-to-end Speech Translation with Parallel Autoregressive Rescoring Hirofumi Inaguma Yosuke Higuchi Kevin Duh Tatsuya Kawahara Shinji Watanabe 63 11 0 09 Sep 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 35 0 0 27 Aug 2021
MvSR-NAT: Multi-view Subset Regularization for Non-Autoregressive Machine Translation Pan Xie Zexian Li Xiaohui Hu 34 11 0 19 Aug 2021
Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech Jaehyeon Kim Jungil Kong Juhee Son DRL 86 843 0 11 Jun 2021
Memory-Efficient Differentiable Transformer Architecture Search Yuekai Zhao Li Dong Yelong Shen Zhihua Zhang Furu Wei Weizhu Chen ViT 32 17 0 31 May 2021
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition Yichong Leng Xu Tan Linchen Zhu Jin Xu Renqian Luo Linquan Liu Tao Qin Xiang-Yang Li Ed Lin Tie-Yan Liu KELM 24 63 0 09 May 2021
Non-Autoregressive Translation by Learning Target Categorical Codes Yu Bao Shujian Huang Tong Xiao Dongqi Wang Xinyu Dai Jiajun Chen 32 35 0 21 Mar 2021
Fast Sequence Generation with Multi-Agent Reinforcement Learning Longteng Guo Jing Liu Xinxin Zhu Hanqing Lu LRM 53 6 0 24 Jan 2021
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation Le Fang Tao Zeng Chao-Ning Liu Liefeng Bo Wen Dong Changyou Chen DRL 54 59 0 04 Jan 2021
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade Jiatao Gu X. Kong 31 135 0 31 Dec 2020
Understanding and Improving Lexical Choice in Non-Autoregressive Translation Liang Ding Longyue Wang Xuebo Liu Derek F. Wong Dacheng Tao Zhaopeng Tu 112 77 0 29 Dec 2020
Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism Pan Xie Zhi Cui Preslav Nakov Xiaohui Hu Jianwei Cui Bin Wang 154 9 0 19 Oct 2020
Glancing Transformer for Non-Autoregressive Neural Machine Translation Lihua Qian Hao Zhou Yu Bao Mingxuan Wang Lin Qiu Weinan Zhang Yong Yu Lei Li 43 155 0 18 Aug 2020
FastLR: Non-Autoregressive Lipreading Model with Integrate-and-Fire Jinglin Liu Yi Ren Zhou Zhao Chen Zhang Baoxing Huai Jing Yuan 14 11 0 06 Aug 2020
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation Jungo Kasai Nikolaos Pappas Hao Peng James Cross Noah A. Smith 41 134 0 18 Jun 2020
SoftFlow: Probabilistic Framework for Normalizing Flow on Manifolds Hyeongju Kim Hyeonseung Lee Woohyun Kang Joun Yeop Lee N. Kim 3DPC 25 114 0 08 Jun 2020
Mask CTC: Non-Autoregressive End-to-End ASR with CTC and Mask Predict Yosuke Higuchi Shinji Watanabe Nanxin Chen Tetsuji Ogawa Tetsunori Kobayashi 19 137 0 18 May 2020
Spike-Triggered Non-Autoregressive Transformer for End-to-End Speech Recognition Zhengkun Tian Jiangyan Yi J. Tao Ye Bai Shuai Zhang Zhengqi Wen 16 54 0 16 May 2020
Improving Non-autoregressive Neural Machine Translation with Monolingual Data Jiawei Zhou Phillip Keung 30 26 0 02 May 2020
POINTER: Constrained Progressive Text Generation via Insertion-based Generative Pre-training Yizhe Zhang Guoyin Wang Chunyuan Li Zhe Gan Chris Brockett Bill Dolan 34 30 0 01 May 2020
Non-Autoregressive Machine Translation with Latent Alignments Chitwan Saharia William Chan Saurabh Saxena Mohammad Norouzi 19 157 0 16 Apr 2020
Aligned Cross Entropy for Non-Autoregressive Machine Translation Marjan Ghazvininejad Vladimir Karpukhin Luke Zettlemoyer Omer Levy 30 115 0 03 Apr 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 40 12 0 08 Feb 2020
A Bilingual Generative Transformer for Semantic Sentence Embedding John Wieting Graham Neubig Taylor Berg-Kirkpatrick 22 28 0 10 Nov 2019
A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models Elman Mansimov Alex Jinpeng Wang Sean Welleck Kyunghyun Cho AIMat 28 46 0 29 May 2019
Effective Estimation of Deep Generative Language Models Tom Pelsmaeker Wilker Aziz BDL 24 27 0 17 Apr 2019