A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation

18 June 2018

Papers citing "A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation"

42 / 42 papers shown

Title
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications Aditi Godbole Jabin Geevarghese George Smita Shandilya 19 3 0 27 Sep 2024
Towards Tailored Recovery of Lexical Diversity in Literary Machine Translation Esther Ploeger Huiyuan Lai Rik van Noord Antonio Toral 21 1 0 30 Aug 2024
Curated Datasets and Neural Models for Machine Translation of Informal Registers between Mayan and Spanish Vernaculars Andrés Lou Juan Antonio Pérez-Ortiz Felipe Sánchez-Martínez Víctor M. Sánchez-Cartagena 21 1 0 11 Apr 2024
Transformers versus LSTMs for electronic trading Paul Bilokon Yitao Qiu AI4TS AIFin 13 13 0 20 Sep 2023
Learning to Generate 3D Representations of Building Roofs Using Single-View Aerial Imagery Maxim Khomiakov Alejandro Valverde Mahou Alba Reinders Sánchez J. Frellsen Michael Riis Andersen 19 1 0 20 Mar 2023
Are Deep Sequence Classifiers Good at Non-Trivial Generalization? Francesco Cazzaro A. Quattoni X. Carreras MQ 15 0 0 24 Oct 2022
A Case Report On The "A.I. Locked-In Problem": social concerns with modern NLP Yoshija Walter LLMAG 13 2 0 22 Sep 2022
Learning from flowsheets: A generative transformer model for autocompletion of flowsheets Gabriel Vogel Lukas Schulze Balhorn Artur M. Schweidtmann AI4CE 35 33 0 01 Aug 2022
MMTAfrica: Multilingual Machine Translation for African Languages Chris C. Emezue Bonaventure F. P. Dossou 19 24 0 08 Apr 2022
EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation Yulin Xu Zhen Yang Fandong Meng JieZhou 25 3 0 04 Mar 2022
An exploratory experiment on Hindi, Bengali hate-speech detection and transfer learning using neural networks Tung Minh Phung Janis Cloos 21 2 0 06 Jan 2022
Speech-to-SQL: Towards Speech-driven SQL Query Generation From Natural Language Question Yuanfeng Song Raymond Chi-Wing Wong Xuefang Zhao Di Jiang 26 13 0 04 Jan 2022
Multilingual training for Software Engineering Toufique Ahmed Prem Devanbu 57 73 0 03 Dec 2021
A transformer-based model for default prediction in mid-cap corporate markets Kamesh Korangi Christophe Mues Cristián Bravo AI4TS 20 27 0 18 Nov 2021
CUNI systems for WMT21: Multilingual Low-Resource Translation for Indo-European Languages Shared Task Josef Jon Michal Novák João Paulo Aires Duvsan Varivs Ondrej Bojar 25 3 0 20 Sep 2021
Transfer Learning for Multi-lingual Tasks -- a Survey A. Jafari Behnam Heidary R. Farahbakhsh Mostafa Salehi Mahdi Jalili LRM 21 5 0 28 Aug 2021
A Survey on Low-Resource Neural Machine Translation Rui Wang Xu Tan Renqian Luo Tao Qin Tie-Yan Liu 3DV 33 58 0 09 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 27 234 0 29 Jun 2021
An empirical analysis of phrase-based and neural machine translation Hamidreza Ghader 19 1 0 04 Mar 2021
Improving Zero-shot Neural Machine Translation on Language-specific Encoders-Decoders Junwei Liao Yu Shi Ming Gong Linjun Shou Hong Qu Michael Zeng 20 10 0 12 Feb 2021
Fine-grained Human Evaluation of Transformer and Recurrent Approaches to Neural Machine Translation for English-to-Chinese Yuying Ye Antonio Toral 13 7 0 15 Jun 2020
SAN-M: Memory Equipped Self-Attention for End-to-End Speech Recognition Zhifu Gao Shiliang Zhang Ming Lei Ian Mcloughlin 14 35 0 21 May 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation Haipeng Sun Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita T. Zhao AIMat 23 47 0 21 Apr 2020
Transformer based Grapheme-to-Phoneme Conversion Sevinj Yolchuyeva Géza Németh Bálint Gyires-Tóth 24 60 0 14 Apr 2020
A Comprehensive Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 28 33 0 04 Jan 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 17 311 0 04 Dec 2019
Adapting Multilingual Neural Machine Translation to Unseen Languages Surafel Melaku Lakew Alina Karakanta Marcello Federico Matteo Negri Marco Turchi 31 20 0 30 Oct 2019
One-To-Many Multilingual End-to-end Speech Translation Mattia Antonino Di Gangi Matteo Negri Marco Turchi 25 50 0 08 Oct 2019
Automatically Extracting Challenge Sets for Non local Phenomena in Neural Machine Translation Leshem Choshen Omri Abend 14 18 0 15 Sep 2019
A Comparative Study on Transformer vs RNN in Speech Applications Shigeki Karita Nanxin Chen Tomoki Hayashi Takaaki Hori H. Inaguma ... Ryuichi Yamamoto Xiao-fei Wang Shinji Watanabe Takenori Yoshimura Wangyou Zhang 23 716 0 13 Sep 2019
An Intrinsic Nearest Neighbor Analysis of Neural Machine Translation Architectures Hamidreza Ghader Christof Monz 22 2 0 08 Jul 2019
Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation Aizhan Imankulova Raj Dabre Atsushi Fujita K. Imamura 31 32 0 06 Jul 2019
A Brief Survey of Multilingual Neural Machine Translation Raj Dabre Chenhui Chu Anoop Kunchukuttan LRM 19 4 0 14 May 2019
Massively Multilingual Neural Machine Translation Roee Aharoni Melvin Johnson Orhan Firat LRM AI4CE 15 480 0 28 Feb 2019
Context in Neural Machine Translation: A Review of Models and Evaluations Andrei Popescu-Belis MedIm 10 28 0 25 Jan 2019
On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing Wasi Uddin Ahmad Zhisong Zhang Xuezhe Ma Eduard H. Hovy Kai-Wei Chang Nanyun Peng 14 8 0 01 Nov 2018
Six Challenges for Neural Machine Translation Philipp Koehn Rebecca Knowles AAML AIMat 210 1,207 0 12 Jun 2017
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 259 1,896 0 10 Jan 2017
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016
Neural versus Phrase-Based Machine Translation Quality: a Case Study L. Bentivogli Arianna Bisazza Mauro Cettolo Marcello Federico 191 328 0 16 Aug 2016
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 209 623 0 06 Jan 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015