Drift Inspector: Exploring and Measuring Scientific Drift with Atomic Contribution Claims
Drift Inspector measures how research fields evolve by analyzing Atomic Contribution Claims (ACCs) extracted from scientific abstracts. The system decontextualizes claims to find specific, falsifiable contributions, tracking shifts from traditional NLP tasks toward modern LLM capabilities like reasoning and multimodality across time.