Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?

4 March 2024

Papers citing "Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet?"

10 / 10 papers shown

Title
Spoken Language Understanding on Unseen Tasks With In-Context Learning Neeraj Agrawal Sriram Ganapathy 28 0 0 12 May 2025
Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning Yilei Tu Andrew Xue Freda Shi 49 0 0 17 Feb 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer Philipp Borchert Ivan Vulić Marie-Francine Moens Jochen De Weerdt 41 0 0 12 Jan 2025
ABC Align: Large Language Model Alignment for Safety & Accuracy Gareth Seneque Lap-Hang Ho Peter W. Glynn Yinyu Ye Jeffrey Molendijk 41 1 0 01 Aug 2024
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs Vaibhav Singh Amrith Krishna Karthika NJ Ganesh Ramakrishnan 29 4 0 25 Jun 2024
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages Fabian David Schmidt Philipp Borchert Ivan Vulić Goran Glavaš 42 5 0 18 Jun 2024
LLM in a flash: Efficient Large Language Model Inference with Limited Memory Keivan Alizadeh-Vahid Iman Mirzadeh Dmitry Belenko Karen Khatamifard Minsik Cho C. C. D. Mundo Mohammad Rastegari Mehrdad Farajtabar 72 112 0 12 Dec 2023
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 172 327 0 06 Oct 2022
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 234 156 0 15 Oct 2021
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 250 695 0 27 Aug 2021