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IEEE/ICACT20260248 Question.5
Questioner: shil@dsp.ac.cn    2026-02-11 ¿ÀÀü 10:39:32
IEEE/ICACT20260248 Answer.5
Answer by Auhor mrajhans@paloaltonetworks.com   2026-02-11 ¿ÀÀü 10:39:32
Since GECS relies on an NLI model (DeBERTa-v3), How sensitive are results to NLI calibration errors or domain mismatch with CTI text? GECS mitigates calibration noise by using a difference score (entailment minus contradiction) rather than raw probabilities. While domain mismatch can affect absolute scores, relative marginal gains—which drive stopping decisions—remain stable across retrieval depths.

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