GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost

13 November 2022

Jie Yang

Papers citing "GreenPLM: Cross-Lingual Transfer of Monolingual Pre-Trained Language Models at Almost No Cost"

20 / 20 papers shown

Title
BRIDGE: Benchmarking Large Language Models for Understanding Real-world Clinical Practice Text Jiageng Wu Bowen Gu Ren Zhou Kevin Xie Doug Snyder ... S. Jonathan H. Chen Santiago Romero-Brufau K. J. Lin Jie Yang LM&MA ELM 92 0 0 28 Apr 2025
A Hybrid Transformer Model for Fake News Detection: Leveraging Bayesian Optimization and Bidirectional Recurrent Unit Tianyi Huang Zeqiu Xu Peiyang Yu Jingyuan Yi Xiaochuan Xu 76 5 0 13 Feb 2025
BayLing 2: A Multilingual Large Language Model with Efficient Language Alignment Shaolei Zhang Kehao Zhang Qingkai Fang Shoutao Guo Yan Zhou Xiaodong Liu Yang Feng ALM 64 0 0 25 Nov 2024
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models Boyang Xue Hongru Wang Rui Wang Sheng Wang Zezhong Wang Yiming Du Bin Liang Kam-Fai Wong 24 0 0 16 Oct 2024
Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts Guorui Zheng Xidong Wang Juhao Liang Nuo Chen Yuping Zheng Benyou Wang MoE 27 5 0 14 Oct 2024
STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning Jaeseong Lee seung-won hwang Aurick Qiao Daniel F Campos Z. Yao Yuxiong He 18 2 0 10 Sep 2024
Exploring Design Choices for Building Language-Specific LLMs Atula Tejaswi Nilesh Gupta Eunsol Choi 22 3 0 20 Jun 2024
Large Language Models in Mental Health Care: a Scoping Review Yining Hua Fenglin Liu Kailai Yang Zehan Li Y. Sheu Peilin Zhou Lauren V. Moran Sophia Ananiadou Andrew Beam AI4MH LM&MA 22 34 0 01 Jan 2024
Impact of Tokenization on LLaMa Russian Adaptation Mikhail Tikhomirov D. Chernyshev 14 4 0 05 Dec 2023
Continuous Training and Fine-tuning for Domain-Specific Language Models in Medical Question Answering Zhen Guo Yining Hua LM&MA CLL ALM AI4MH 20 5 0 01 Nov 2023
Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare Junling Liu Ziming Wang Qichen Ye Dading Chong Peilin Zhou Yining Hua VLM LM&MA 13 47 0 27 Oct 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages Libo Qin Qiguang Chen Fuxuan Wei Shijue Huang Wanxiang Che LRM 14 71 0 23 Oct 2023
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model Qichen Ye Junling Liu Dading Chong Peilin Zhou Yining Hua ... Meng Cao Ziming Wang Xuxin Cheng Andrew Liu Zhenhua Guo AI4MH LM&MA ELM 25 19 0 13 Oct 2023
Embedding structure matters: Comparing methods to adapt multilingual vocabularies to new languages C.M. Downey Terra Blevins Nora Goldfine Shane Steinert-Threlkeld 17 8 0 09 Sep 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care Tong Xiang Liangzhi Li Wangyue Li Min‐Jun Bai Lu Wei Bowen Wang Noa Garcia 15 5 0 04 Jul 2023
Benchmarking Large Language Models on CMExam -- A Comprehensive Chinese Medical Exam Dataset Junling Liu Peilin Zhou Yining Hua Dading Chong Zhongyu Tian ... Helin Wang Chenyu You Zhenhua Guo Lei Zhu Michael Lingzhi Li LM&MA ELM 17 63 0 05 Jun 2023
NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework Xingcheng Yao Yanan Zheng Xiaocong Yang Zhilin Yang 24 44 0 07 Nov 2021
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 106 150 0 24 Oct 2020
NCRF++: An Open-source Neural Sequence Labeling Toolkit Jie Yang Yue Zhang 50 188 0 14 Jun 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 158 1,630 0 11 Oct 2017