2 papers
cs.CL2025
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval
Zihan Chen, Lei Shi, Weize Wu +2
Many contemporary data-driven research efforts in the natural sciences, such as chemistry and materials science, require large-scale, high-performance entity recognition from scien…
cs.CL2025
LLM-based MOFs Synthesis Condition Extraction using Few-Shot Demonstrations
Lei Shi, Zhimeng Liu, Yi Yang +13
The extraction of Metal-Organic Frameworks (MOFs) synthesis route from literature has been crucial for the logical MOFs design with desirable functionality. The recent advent of la…