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Language Model Evaluation

The task of using LLMs as evaluators of large language and vision language models.

Papers

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Showing 41–50 of 69 papers

TitleStatusHype
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model EvaluationCode0
Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation—0
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation—0
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization—0
Lessons from the Trenches on Reproducible Evaluation of Language Models—0
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and BridgingCode0
Generalization Measures for Zero-Shot Cross-Lingual Transfer—0
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language ModelsCode0
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing PlatformCode0
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension—0
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