4 papers
NORA: A Harness-Engineered Autonomous Research Agent for End-to-End Spatial Data Science
Bing Zhou, Xiao Huang, Huan Ning +3
The automation of scientific research workflows has emerged as a transformative frontier in artificial intelligence, yet existing autonomous research agents remain largely domain-a…
Toward building next-generation Geocoding systems: a systematic review
Zhengcong Yin, Daniel W. Goldberg, Binbin Lin +11
Geocoding systems are widely used in both scientific research for spatial analysis and everyday life through location-based services. The quality of geocoded data significantly imp…
Estimating Agreement by Chance for Sequence Annotation
Diya Li, Carolyn Rosé, Ao Yuan +1
In the field of natural language processing, correction of performance assessment for chance agreement plays a crucial role in evaluating the reliability of annotations. However, t…
Automated Clinical Data Extraction with Knowledge Conditioned LLMs
Diya Li, Asim Kadav, Aijing Gao +2
The extraction of lung lesion information from clinical and medical imaging reports is crucial for research on and clinical care of lung-related diseases. Large language models (LL…