Title
Data Augmentation With Back translation for Low Resource languages: A case of English and Luganda Richard Kimera DongNyeong Heo Daniela N. Rim Heeyoul Choi 29 0 0 05 May 2025
GlotCC: An Open Broad-Coverage CommonCrawl Corpus and Pipeline for Minority Languages Amir Hossein Kargaran François Yvon Hinrich Schutze VLM 34 5 0 31 Oct 2024
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning E. Chimoto Jay Gala Orevaoghene Ahia Julia Kreutzer Bruce A. Bassett Sara Hooker VLM 27 4 0 29 May 2024
Separating the Wheat from the Chaff with BREAD: An open-source benchmark and metrics to detect redundancy in text Isaac Caswell Lisa Wang Isabel Papadimitriou 18 0 0 11 Nov 2023
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages Ayyoob Imani Peiqin Lin Amir Hossein Kargaran Silvia Severini Masoud Jalili Sabet ... Chunlan Ma Helmut Schmid André F. T. Martins François Yvon Hinrich Schütze ALM LRM 29 95 0 20 May 2023
PaLM 2 Technical Report Rohan Anil Andrew M. Dai Orhan Firat Melvin Johnson Dmitry Lepikhin ... Ce Zheng Wei Zhou Denny Zhou Slav Petrov Yonghui Wu ReLM LRM 42 1,136 0 17 May 2023
Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation Francois Meyer Jan Buys 33 8 0 11 May 2023
Hallucinations in Large Multilingual Translation Models Nuno M. Guerreiro Duarte M. Alves Jonas Waldendorf Barry Haddow Alexandra Birch Pierre Colombo André F.T. Martins VLM HILM LRM 13 139 0 28 Mar 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 16 8 0 27 Mar 2023
Scaling Laws for Multilingual Neural Machine Translation Patrick Fernandes Behrooz Ghorbani Xavier Garcia Markus Freitag Orhan Firat 23 28 0 19 Feb 2023
Beyond Arabic: Software for Perso-Arabic Script Manipulation Alexander Gutkin Cibu Johny R. Doctor Brian Roark R. Sproat 11 4 0 26 Jan 2023
Too Brittle To Touch: Comparing the Stability of Quantization and Distillation Towards Developing Lightweight Low-Resource MT Models Harshita Diddee Sandipan Dandapat Monojit Choudhury T. Ganu Kalika Bali 27 5 0 27 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 51 2,959 0 20 Oct 2022
Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task Zhiwei He Xing Wang Zhaopeng Tu Shuming Shi Rui Wang 10 9 0 17 Oct 2022
Assessing Digital Language Support on a Global Scale Gary F. Simons Abbey L Thomas Chad White ELM 15 13 0 27 Sep 2022
Global Readiness of Language Technology for Healthcare: What would it Take to Combat the Next Pandemic? Ishani Mondal Kabir Ahuja Mohit Jain Jacki O Neil Kalika Bali Monojit Choudhury ELM LM&MA 11 4 0 06 Apr 2022
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages Machel Reid Junjie Hu Graham Neubig Y. Matsuo 45 31 0 10 Sep 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 25 233 0 29 Jun 2021
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 236 269 0 30 Sep 2019
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 206 622 0 06 Jan 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015