The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT

13 October 2020

Papers citing "The Tatoeba Translation Challenge -- Realistic Data Sets for Low Resource and Multilingual MT"

31 / 31 papers shown

Title
Bemba Speech Translation: Exploring a Low-Resource African Language Muhammad Hazim Al Farouq Aman Kassahun Wassie Yasmin Moslem 41 0 0 05 May 2025
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama Naome A. Etori Kevin Lu Randu Karisa Arturs Kanepajs LRM ELM 160 0 0 14 Mar 2025
UrduLLaMA 1.0: Dataset Curation, Preprocessing, and Evaluation in Low-Resource Settings Layba Fiaz Munief Hassan Tahir Sana Shams Sarmad Hussain 49 0 0 24 Feb 2025
Merging Feed-Forward Sublayers for Compressed Transformers Neha Verma Kenton W. Murray Kevin Duh AI4CE 50 0 0 10 Jan 2025
VTechAGP: An Academic-to-General-Audience Text Paraphrase Dataset and Benchmark Models Ming Cheng Jiaying Gong Chenhan Yuan William A. Ingram Edward A. Fox Hoda Eldardiry 44 0 0 07 Nov 2024
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 40 3 0 26 Sep 2024
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource Languages Trinh Pham Khoi M. Le Luu Anh Tuan 42 1 0 14 Jun 2024
When Is Multilinguality a Curse? Language Modeling for 250 High- and Low-Resource Languages Tyler A. Chang Catherine Arnett Zhuowen Tu Benjamin Bergen LRM 38 7 0 15 Nov 2023
Why bother with geometry? On the relevance of linear decompositions of Transformer embeddings Timothee Mickus Raúl Vázquez 25 2 0 10 Oct 2023
Larth: Dataset and Machine Translation for Etruscan Gianluca Vico Gerasimos Spanakis 6 1 0 09 Oct 2023
Sheffield's Submission to the AmericasNLP Shared Task on Machine Translation into Indigenous Languages Edward Gow-Smith Danae Sánchez Villegas 23 9 0 16 Jun 2023
Angler: Helping Machine Translation Practitioners Prioritize Model Improvements Samantha Robertson Zijie J. Wang Dominik Moritz Mary Beth Kery Fred Hohman 32 15 0 12 Apr 2023
Bilex Rx: Lexical Data Augmentation for Massively Multilingual Machine Translation Alex Jones Isaac Caswell Ishan Saxena Orhan Firat 23 8 0 27 Mar 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 25 75 0 30 Jan 2023
Improving Machine Translation with Phrase Pair Injection and Corpus Filtering Akshay Batheja P. Bhattacharyya 30 15 0 19 Jan 2023
Check-worthy Claim Detection across Topics for Automated Fact-checking Amani S. Abumansour A. Zubiaga 16 5 0 16 Dec 2022
Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and Mandarin Abhinav Rao Ho Thi-Nga Chng Eng Siong 21 3 0 10 Dec 2022
Democratizing Neural Machine Translation with OPUS-MT Jörg Tiedemann Mikko Aulamo Daria Bakshandaeva M. Boggia Stig-Arne Gronroos Tommi Nieminen Alessandro Raganato Yves Scherrer Raúl Vázquez Sami Virpioja 18 26 0 04 Dec 2022
GLAMI-1M: A Multilingual Image-Text Fashion Dataset Vaclav Kosar A. Hoskovec Milan Šulc Radek Bartyzal VLM 29 3 0 17 Nov 2022
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 29 5 0 27 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
Checks and Strategies for Enabling Code-Switched Machine Translation Thamme Gowda Mozhdeh Gheini Jonathan May 30 3 0 11 Oct 2022
From Zero to Production: Baltic-Ukrainian Machine Translation Systems to Aid Refugees Toms Bergmanis Marcis Pinnis 19 1 0 28 Sep 2022
Selective Text Augmentation with Word Roles for Low-Resource Text Classification Biyang Guo Songqiao Han Hailiang Huang 6 9 0 04 Sep 2022
PreQuEL: Quality Estimation of Machine Translation Outputs in Advance Shachar Don-Yehiya Leshem Choshen Omri Abend 30 10 0 18 May 2022
Low-Rank Softmax Can Have Unargmaxable Classes in Theory but Rarely in Practice Andreas Grivas Nikolay Bogoychev Adam Lopez 13 9 0 12 Mar 2022
A Large-Scale Study of Machine Translation in the Turkic Languages Jamshidbek Mirzakhalov A. Babu Duygu Ataman S. Kariev Francis M. Tyers ... Esra Onal Shaxnoza Pulatova Ahsan Wahab Orhan Firat Sriram Chellappan 19 28 0 09 Sep 2021
Survey of Low-Resource Machine Translation Barry Haddow Rachel Bawden Antonio Valerio Miceli Barone Jindvrich Helcl Alexandra Birch AIMat 31 147 0 01 Sep 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 15 553 0 06 Jun 2021
Robust Experimentation in the Continuous Time Bandit Problem Pasquale Antonante 25 12 0 31 Mar 2021
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism Orhan Firat Kyunghyun Cho Yoshua Bengio LRM AIMat 214 623 0 06 Jan 2016