כתבה
arXiv cs.AI ·
BITEM ב-NTCIR-19 R2C2: חיזוי ביטחון מ-RAG Pipeline Signals
BITEM at the NTCIR-19 R2C2 Task: Predicting Confidence from Agentic RAG Pipeline Signals
ה-BITEM נכנס ל-NTCIR-19 R2C2 עם פייפלין RAG שהגיע למקום 4 ו-5. הפייפלין חיזה ביטחון של 0.4915.
תקציר מקורי באנגליתarXiv:2609.37993v1 Announce Type: cross Abstract: The BITEM team entered both subtasks of the NTCIR-19 R2C2 task with a single agentic pipeline, in which a model searches, reads and records evidence over a movie corpus while an orchestrator holds the record and rules on what may be submitted. A claim is admitted only once an entailment cascade has checked it against the passage it cites, and an answer is released only once enough checked evidence stands behind it. Each question is run three or four times, every pass retrieving from a corpus stripped of what the earlier passes have already seen. The confidence filed with each answer is computed by the orchestrator from what the run leaves behind and is never asked of the model, which is offered no way to rate itself. The two retrieval runs
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