{"type":"post","id":"drift-inspector-exploring-and-measuring-scientific-drift-with-582540","slug":"drift-inspector-exploring-and-measuring-scientific-drift-with-582540","title":"Drift Inspector: Exploring and Measuring Scientific Drift with Atomic Contribution Claims","description":"Drift Inspector is an open-source system for mapping how research fields change by extracting contribution-bearing claims from paper abstracts and clustering them across years.","retrieval_nugget":"Drift Inspector is an open-source system for mapping how research fields change by extracting contribution-bearing claims from paper abstracts and clustering them across years. Its authors show an EMNLP example in which the method surfaces a shift toward reasoning and multimodality that keyword counts can blur, while keeping trends traceable to claims and papers.","published_at":"2026-11-12","updated_at":"2026-11-12","record_date":"2026-11-12","date_kind":"published_at","topics":["open-source"],"entities":["Drift Inspector","Vsevolod Karimov","Stepan Ostarkov","Anastasia Poroshina","Anatoly Frolov","Alexander Panchenko","EMNLP","ACL Anthology"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"A new open-source system measures research trends through extracted contribution claims; its analysis shows NLP shifting toward LLM-era capabilities.","prior_refs":[],"source_url":"https://arxiv.org/abs/2609.39710","source_urls":["https://arxiv.org/abs/2609.39710"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:drift-inspector-exploring-and-measuring-scientific-drift-with-582540","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/drift-inspector-exploring-and-measuring-scientific-drift-with-582540/","markdown":"https://newruntime.com/posts/drift-inspector-exploring-and-measuring-scientific-drift-with-582540.md","json":"https://newruntime.com/posts/drift-inspector-exploring-and-measuring-scientific-drift-with-582540.json"},"markdown_url":"https://newruntime.com/posts/drift-inspector-exploring-and-measuring-scientific-drift-with-582540.md","next_reads":[{"type":"topic","path":"/topics/open-source/","url":"https://newruntime.com/topics/open-source/","title":"Open Source","reason":"Explore the open-source topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/open-source.md","json_url":"https://newruntime.com/topics/open-source.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}