conftrace_

performance comparison

3 papers

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news trustworthiness (1) bootstrap sampling (1) fine-grained analysis (1) large language model (1) performance difference (1) contextual embedding (1) fine-grained comparison (1) significance testing (1) soft label (1) ensemble method (1)

Papers

BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models ACL 2025 When XGBoost Outperforms GPT-4 on Text Classification: A Case Study NAACL 2024 Hard and Soft Evaluation of NLP models with BOOtSTrap SAmpling - BooStSa ACL 2022