Learning to Translate in Real-time with Neural Machine Translation

3 October 2016

Graham Neubig

Papers citing "Learning to Translate in Real-time with Neural Machine Translation"

50 / 57 papers shown

Title
LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline Biao Fu Minpeng Liao Kai Fan Chengxi Li Li Zhang Yidong Chen Xiaodong Shi OffRL 207 1 0 13 Apr 2025
A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation Zhengrui Ma Qingkai Fang Shaolei Zhang Shoutao Guo Yang Feng Min Zhang 53 10 0 11 Jun 2024
Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation Matthew Raffel Victor Agostinelli Lizhong Chen 46 5 0 16 May 2024
TransLLaMa: LLM-based Simultaneous Translation System Roman Koshkin Katsuhito Sudoh Satoshi Nakamura 29 21 0 07 Feb 2024
Simul-LLM: A Framework for Exploring High-Quality Simultaneous Translation with Large Language Models Victor Agostinelli Max Wild Matthew Raffel Kazi Ahmed Asif Fuad Lizhong Chen 32 6 0 07 Dec 2023
Context Consistency between Training and Testing in Simultaneous Machine Translation M. Zhong Lemao Liu Kehai Chen Mingming Yang Min Zhang LRM 52 0 0 13 Nov 2023
Non-autoregressive Streaming Transformer for Simultaneous Translation Zhengrui Ma Shaolei Zhang Shoutao Guo Chenze Shao Min Zhang Yang Feng 37 13 0 23 Oct 2023
Incremental Blockwise Beam Search for Simultaneous Speech Translation with Controllable Quality-Latency Tradeoff Peter Polák Brian Yan Shinji Watanabe A. Waibel Ondrej Bojar 28 9 0 20 Sep 2023
Glancing Future for Simultaneous Machine Translation Shoutao Guo Shaolei Zhang Yang Feng 24 9 0 12 Sep 2023
Tagged End-to-End Simultaneous Speech Translation Training using Simultaneous Interpretation Data Yuka Ko Ryo Fukuda Yuta Nishikawa Yasumasa Kano Katsuhito Sudoh Satoshi Nakamura 29 6 0 14 Jun 2023
End-to-End Simultaneous Speech Translation with Differentiable Segmentation Shaolei Zhang Yang Feng 35 17 0 25 May 2023
Learning Optimal Policy for Simultaneous Machine Translation via Binary Search Shoutao Guo Shaolei Zhang Yang Feng 28 15 0 22 May 2023
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model Patrick Kahardipraja Brielen Madureira David Schlangen CLL 34 9 0 18 May 2023
LEAPT: Learning Adaptive Prefix-to-prefix Translation For Simultaneous Machine Translation Lei Lin Shuangtao Li Xiaodon Shi 29 5 0 21 Mar 2023
Hidden Markov Transformer for Simultaneous Machine Translation Shaolei Zhang Yang Feng 29 22 0 01 Mar 2023
Improving Simultaneous Machine Translation with Monolingual Data Hexuan Deng Liang Ding Xuebo Liu Meishan Zhang Dacheng Tao Min Zhang 40 12 0 02 Dec 2022
Average Token Delay: A Latency Metric for Simultaneous Translation Yasumasa Kano Katsuhito Sudoh Satoshi Nakamura 13 12 0 22 Nov 2022
User or Labor: An Interaction Framework for Human-Machine Relationships in NLP Ruyuan Wan Naome A. Etori Karla A. Badillo-Urquiola Dongyeop Kang 11 8 0 03 Nov 2022
Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation Shoutao Guo Shaolei Zhang Yang Feng 27 15 0 21 Oct 2022
Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation Shaolei Zhang Shoutao Guo Yang Feng 26 23 0 20 Oct 2022
Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation Sara Papi Marco Gaido Matteo Negri Marco Turchi 50 46 0 12 Jun 2022
Offline RL for Natural Language Generation with Implicit Language Q Learning Charles Burton Snell Ilya Kostrikov Yi Su Mengjiao Yang Sergey Levine OffRL 144 103 0 05 Jun 2022
Gaussian Multi-head Attention for Simultaneous Machine Translation Shaolei Zhang Yang Feng 24 22 0 17 Mar 2022
ZeroCap: Zero-Shot Image-to-Text Generation for Visual-Semantic Arithmetic Yoad Tewel Yoav Shalev Idan Schwartz Lior Wolf VLM 34 192 0 29 Nov 2021
Visualization: the missing factor in Simultaneous Speech Translation Sara Papi Matteo Negri Marco Turchi 19 2 0 31 Oct 2021
Monotonic Simultaneous Translation with Chunk-wise Reordering and Refinement HyoJung Han Seokchan Ahn Yoonjung Choi Insoo Chung Sangha Kim Kyunghyun Cho 33 6 0 18 Oct 2021
Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy Shaolei Zhang Yang Feng MoE 30 39 0 11 Sep 2021
Infusing Future Information into Monotonic Attention Through Language Models Mohd Abbas Zaidi S. Indurthi Beomseok Lee Nikhil Kumar Lakumarapu Sangha Kim 27 2 0 07 Sep 2021
Optimizing Latency for Online Video CaptioningUsing Audio-Visual Transformers Chiori Hori Takaaki Hori Jonathan Le Roux 25 4 0 04 Aug 2021
Simultaneous Speech Translation for Live Subtitling: from Delay to Display Alina Karakanta Sara Papi Matteo Negri Marco Turchi 28 10 0 19 Jul 2021
The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021 Dan Liu Mengge Du Xiaoxi Li Yuchen Hu Lirong Dai 29 20 0 01 Jul 2021
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer Xingshan Zeng Liangyou Li Qun Liu 25 45 0 09 Jun 2021
Simultaneous Multi-Pivot Neural Machine Translation Raj Dabre Aizhan Imankulova Masahiro Kaneko Abhisek Chakrabarty LRM 34 11 0 15 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 31 101 0 12 Apr 2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation Julia Ive A. Li Yishu Miao Ozan Caglayan Pranava Madhyastha Lucia Specia 29 10 0 22 Feb 2021
SimulMT to SimulST: Adapting Simultaneous Text Translation to End-to-End Simultaneous Speech Translation Xutai Ma J. Pino Philipp Koehn 17 94 0 03 Nov 2020
Streaming Simultaneous Speech Translation with Augmented Memory Transformer Xutai Ma Yongqiang Wang M. Dousti Philipp Koehn J. Pino 14 37 0 30 Oct 2020
Improving Simultaneous Translation by Incorporating Pseudo-References with Fewer Reorderings Junkun Chen Renjie Zheng Atsuhito Kita Mingbo Ma Liang Huang 22 24 0 21 Oct 2020
SimulEval: An Evaluation Toolkit for Simultaneous Translation Xutai Ma M. Dousti Changhan Wang Jiatao Gu J. Pino 20 103 0 31 Jul 2020
Efficient Wait-k Models for Simultaneous Machine Translation Maha Elbayad Laurent Besacier Jakob Verbeek VLM 24 77 0 18 May 2020
Opportunistic Decoding with Timely Correction for Simultaneous Translation Renjie Zheng Mingbo Ma Baigong Zheng Kaibo Liu Liang Huang 17 18 0 02 May 2020
A Survey of Deep Learning Techniques for Neural Machine Translation Shu Yang Yuxin Wang Xiaowen Chu VLM AI4TS AI4CE 27 138 0 18 Feb 2020
Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model Hamid Reza Mohammadi S. H. Khasteh Tahereh Firoozi Taha Samavati 29 20 0 12 Dec 2019
Plug and Play Language Models: A Simple Approach to Controlled Text Generation Sumanth Dathathri Andrea Madotto Janice Lan Jane Hung Eric Frank Piero Molino J. Yosinski Rosanne Liu KELM 61 946 0 04 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 30 313 0 04 Dec 2019
Monotonic Multihead Attention Xutai Ma J. Pino James Cross Liezl Puzon Jiatao Gu 36 137 0 26 Sep 2019
DuTongChuan: Context-aware Translation Model for Simultaneous Interpreting Hao Xiong Ruiqing Zhang Chuanqiang Zhang Zhongjun He Hua Wu Haifeng Wang 41 25 0 30 Jul 2019
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation N. Arivazhagan Colin Cherry Wolfgang Macherey Chung-Cheng Chiu Semih Yavuz Ruoming Pang Wei Li Colin Raffel CLL 16 190 0 12 Jun 2019
Thinking Slow about Latency Evaluation for Simultaneous Machine Translation Colin Cherry George F. Foster 14 47 0 31 May 2019
You May Not Need Attention Ofir Press Noah A. Smith 19 27 0 31 Oct 2018