학술논문

When LLM Meets Material Science: An Investigation on MOF Synthesis Labeling
Document Type
Conference
Source
2023 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2023 IEEE International Conference on. :6320-6321 Dec, 2023
Subject
Bioengineering
Computing and Processing
Geoscience
Robotics and Control Systems
Signal Processing and Analysis
Materials science and technology
Training data
Big Data
Natural language processing
Data models
Labeling
Task analysis
Language
Abstract
Recent developments in Large Language Models (LLMs) have advanced the natural language processing (NLP) studies to a new era [1], [2], [4]–[6]. In generic domains, LLMs have become a key component in wide variety of state-of-the-art NLP tasks. In addition, prompt learning enables LLMs-based models to reach robust performance with much smaller training data.