conftrace_

contamination detection

6 papers

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Co-occurring keywords · papers mentioning both

data contamination (4) large language model (3) evaluation benchmark (2) benchmark evaluation (2) answer bia (1) dataset debiasing (1) statistical method (1) performance measurement (1) tool-use task (1) benchmark overlap (1)

Papers

Does Question Really Matter? The Attribution of Answer Bias in LLM Evaluation AAAI 2026 Don’t Adapt Small Language Models for Tools; Adapt Tool Schemas to the Models ACL 2026 CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation ACL 2025 ConStat: Performance-Based Contamination Detection in Large Language Models NeurIPS 2024 Unveiling the Spectrum of Data Contamination in Language Model: A Survey from Detection to Remediation ACL 2024 PAC Guarantees and Effective Algorithms for Detecting Novel Categories JMLR 2022