Title
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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 34 4 0 29 May 2024
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 24 5 0 25 Dec 2023
Lexicon and Rule-based Word Lemmatization Approach for the Somali Language Shafie Abdi Mohamed Muhidin A. Mohamed 8 2 0 03 Aug 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
How Good are Commercial Large Language Models on African Languages? Jessica Ojo Kelechi Ogueji 19 5 0 11 May 2023
Investigating Lexical Sharing in Multilingual Machine Translation for Indian Languages Sonal Sannigrahi Rachel Bawden 16 0 0 04 May 2023
Low-Resourced Machine Translation for Senegalese Wolof Language Derguene Mbaye Moussa Diallo T. Diop 14 4 0 01 May 2023
AfroDigits: A Community-Driven Spoken Digit Dataset for African Languages Chris C. Emezue Sanchit Gandhi Lewis Tunstall Abubakar Abid Josh Meyer ... Douwe Kiela Yacine Jernite Julien Chaumond Merve Noyan Omar Sanseviero 20 2 0 22 Mar 2023
The VolcTrans System for WMT22 Multilingual Machine Translation Task Xian Qian Kai Hu Jiaqiang Wang Yifeng Liu Xingyuan Pan Jun Cao Mingxuan Wang 21 1 0 20 Oct 2022
Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages Idris Abdulmumin Michael Beukman Jesujoba Oluwadara Alabi Chris C. Emezue Everlyn Asiko ... Shamsuddeen Hassan Muhammad Mofetoluwa Adeyemi Oreen Yousuf Sahib Singh T. Gwadabe 21 6 0 19 Oct 2022
AfroMT: Pretraining Strategies and Reproducible Benchmarks for Translation of 8 African Languages Machel Reid Junjie Hu Graham Neubig Y. Matsuo 48 31 0 10 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 80 0 06 Aug 2021
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