2 papers
cs.CL2026
T-Search: An Open Agentic Retriever and Playground for Hard Multi-Step Search
Olga Tsymboi, Ramil Latypov, Aleksandr Medvedev +5
We present T-Search, an open-weight agentic retriever for hard multi-step search. Given a question and a search tool over a fixed corpus, it runs a bounded multi-round search and r…
cs.CL2026
Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics
Maksim Evdokimov, Matvey Ivanov, Dmitrii Tsiupin +3
Extracting structured fields from hundreds of millions of documents annually remains costly in regulated industries: bespoke OCR cascades cover only a fraction of workflows, privac…