Monolingual or Multilingual Instruction Tuning: Which Makes a Better
Alpaca

Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca

16 September 2023

Nikolay Bogoychev

Kenneth Heafield

Papers citing "Monolingual or Multilingual Instruction Tuning: Which Makes a Better Alpaca"

12 / 12 papers shown

Title
Evaluating Vision Language Model Adaptations for Radiology Report Generation in Low-Resource Languages Marco Salmè R. Sicilia Paolo Soda V. Guarrasi 65 0 0 02 May 2025
CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment Jiangnan Li Thuy-Trang Vu Christian Herold Amirhossein Tebbifakhr Shahram Khadivi Gholamreza Haffari 33 0 0 31 Mar 2025
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer Mingda Li Abhijit Mishra Utkarsh Mujumdar 34 0 0 19 Aug 2024
Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts Chunlan Ma Yihong Liu Haotian Ye Hinrich Schütze 21 2 0 02 Jul 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 51 23 0 28 Jun 2024
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models Rishabh Maheshwary Vikas Yadav Hoang Nguyen Khyati Mahajan Sathwik Tejaswi Madhusudhan 40 3 0 24 Jun 2024
Evaluation of Few-Shot Learning for Classification Tasks in the Polish Language Tsimur Hadeliya D. Kajtoch 38 0 0 27 Apr 2024
The Ups and Downs of Large Language Model Inference with Vocabulary Trimming by Language Heuristics Nikolay Bogoychev Pinzhen Chen Barry Haddow Alexandra Birch 25 0 0 16 Nov 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 303 11,881 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,402 0 28 Jan 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 205 1,654 0 15 Oct 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 245 1,977 0 31 Dec 2020