LLMs Are Few-Shot In-Context Low-Resource Language Learners

25 March 2024

Papers citing "LLMs Are Few-Shot In-Context Low-Resource Language Learners"

10 / 10 papers shown

Title
Semantic-Aware Contrastive Fine-Tuning: Boosting Multimodal Malware Classification with Discriminative Embeddings Ivan Montoya Sanchez Shaswata Mitra Aritran Piplai Sudip Mittal 32 0 0 25 Apr 2025
An evaluation of LLMs and Google Translate for translation of selected Indian languages via sentiment and semantic analyses Rohitash Chandra Aryan Chaudhary Yeshwanth Rayavarapu 42 0 0 27 Mar 2025
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 50 0 0 14 Mar 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus Raviraj Joshi Kanishk Singla Anusha Kamath Raunak Kalani Rakesh Paul Utkarsh Vaidya Sanjay Singh Chauhan Niranjan Wartikar Eileen Long SyDa CLL 25 2 0 18 Oct 2024
Can LLMs Really Learn to Translate a Low-Resource Language from One Grammar Book? Seth Aycock David Stap Di Wu Christof Monz Khalil Simaán 26 2 0 27 Sep 2024
Evaluating Large Language Models along Dimensions of Language Variation: A Systematik Invesdigatiom uv Cross-lingual Generalization Niyati Bafna Kenton Murray David Yarowsky 44 2 0 19 Jun 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 44 5 0 11 Apr 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Rifki Afina Putri Emmanuel Dave ... Bryan Wilie Genta Indra Winata Alham Fikri Aji Ayu Purwarianti Pascale Fung 39 15 0 09 Apr 2024
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 70 211 0 25 Apr 2021