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 176 0 0 05 May 2025
Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation Yingfeng Luo Tong Zheng Yongyu Mu Yangqiu Song Qinghong Zhang ... Ziqiang Xu Peinan Feng Xiaoqian Liu Tong Xiao Jingbo Zhu AI4CE 230 0 0 09 Mar 2025
A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 57 0 0 06 Mar 2025
UrduLLaMA 1.0: Dataset Curation, Preprocessing, and Evaluation in Low-Resource Settings Layba Fiaz Munief Hassan Tahir Sana Shams Sarmad Hussain 51 0 0 24 Feb 2025
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models Shaoxiong Ji Zihao Li Indraneil Paul Jaakko Paavola Peiqin Lin ... Dayyán O'Brien Hengyu Luo Hinrich Schütze Jörg Tiedemann Barry Haddow CLL 43 3 0 26 Sep 2024
KpopMT: Translation Dataset with Terminology for Kpop Fandom JiWoo Kim Yunsu Kim Jinyeong Bak 23 1 0 10 Jul 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 58 32 0 01 Feb 2024
CODET: A Benchmark for Contrastive Dialectal Evaluation of Machine Translation Md Mahfuz Ibn Alam Sina Ahmadi Antonios Anastasopoulos 30 6 0 26 May 2023
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale Christos Baziotis Biao Zhang Alexandra Birch Barry Haddow 30 2 0 23 May 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 42 96 0 20 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 37 141 0 28 Mar 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 30 75 0 30 Jan 2023
NusaCrowd: Open Source Initiative for Indonesian NLP Resources Samuel Cahyawijaya Holy Lovenia Alham Fikri Aji Genta Indra Winata Bryan Wilie ... Timothy Baldwin Sebastian Ruder Herry Sujaini S. Sakti Ayu Purwarianti 39 48 0 19 Dec 2022
Fixing MoE Over-Fitting on Low-Resource Languages in Multilingual Machine Translation Maha Elbayad Anna Y. Sun Shruti Bhosale MoE 54 9 0 15 Dec 2022
Learning an Artificial Language for Knowledge-Sharing in Multilingual Translation Danni Liu Jan Niehues 21 5 0 02 Nov 2022
Domain Adaptation of Machine Translation with Crowdworkers Makoto Morishita Jun Suzuki Masaaki Nagata 31 3 0 28 Oct 2022
Graphemic Normalization of the Perso-Arabic Script R. Doctor Alexander Gutkin Cibu Johny Brian Roark R. Sproat 44 4 0 21 Oct 2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages Alireza Mohammadshahi Vassilina Nikoulina Alexandre Berard Caroline Brun James Henderson Laurent Besacier VLM MoE LRM 29 20 0 20 Oct 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 29 4 0 06 Apr 2022
Analyzing Architectures for Neural Machine Translation Using Low Computational Resources Aditya Mandke Onkar Litake Dipali M. Kadam 19 1 0 06 Nov 2021
Designing Language Technologies for Social Good: The Road not Taken Namrata Mukhija Monojit Choudhury Kalika Bali 24 5 0 14 Oct 2021
On the Evaluation of Machine Translation for Terminology Consistency Md Mahfuz Ibn Alam Antonios Anastasopoulos Laurent Besacier James Cross Matthias Gallé Philipp Koehn Vassilina Nikoulina 42 33 0 22 Jun 2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Naman Goyal Cynthia Gao Vishrav Chaudhary Peng-Jen Chen Guillaume Wenzek Da Ju Sanjan Krishnan MarcÁurelio Ranzato Francisco Guzman Angela Fan 15 559 0 06 Jun 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 27 86 0 14 Apr 2021
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languages Gowtham Ramesh Sumanth Doddapaneni Aravinth Bheemaraj Mayank Jobanputra AK Raghavan ... K. Deepak Vivek Raghavan Anoop Kunchukuttan Pratyush Kumar Mitesh Khapra LRM 37 231 0 12 Apr 2021
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 39 195 0 05 Nov 2020