Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation

31 October 2023

Papers citing "Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation"

10 / 10 papers shown

Title
Leveraging LLMs for Translating and Classifying Mental Health Data Konstantinos Skianis A. Seza Doğruöz John Pavlopoulos AI4MH 23 0 0 16 Oct 2024
Grammatical Error Correction for Code-Switched Sentences by Learners of English Kelvin Wey Han Chan Christopher Bryant Li Nguyen Andrew Caines Zheng Yuan 49 2 0 18 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 55 36 0 07 Apr 2024
TRUCE: Private Benchmarking to Prevent Contamination and Improve Comparative Evaluation of LLMs Tanmay Rajore Nishanth Chandran Sunayana Sitaram Divya Gupta Rahul Sharma Kashish Mittal Manohar Swaminathan 47 14 0 01 Mar 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 122 118 0 09 Feb 2024
ChatGPT: Beginning of an End of Manual Linguistic Data Annotation? Use Case of Automatic Genre Identification Taja Kuzman I. Mozetič Nikola Ljubesic 57 92 0 07 Mar 2023
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies A. Seza Doğruöz Sunayana Sitaram Barbara E. Bullock Almeida Jacqueline Toribio 78 72 0 05 Jan 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 339 12,003 0 04 Mar 2022
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text Ishan Tarunesh Syamantak Kumar P. Jyothi 44 45 0 14 Jul 2021
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung SyDa 135 92 0 18 Sep 2019