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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 51–69 of 69 papers

TitleStatusHype
CPSDBench: A Large Language Model Evaluation Benchmark and Baseline for Chinese Public Security Domain—0
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation—0
Dialectical language model evaluation: An initial appraisal of the commonsense spatial reasoning abilities of LLMs—0
Elo Uncovered: Robustness and Best Practices in Language Model Evaluation—0
Enterprise Large Language Model Evaluation Benchmark—0
Finance Language Model Evaluation (FLaME)—0
Generalization Measures for Zero-Shot Cross-Lingual Transfer—0
Improving Explainable Recommendations with Synthetic Reviews—0
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization—0
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing—0
A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation—0
Language Model Evaluation Beyond Perplexity—0
Language Model Evaluation in Open-ended Text Generation—0
Lessons from the Trenches on Reproducible Evaluation of Language Models—0
LMUnit: Fine-grained Evaluation with Natural Language Unit Tests—0
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation—0
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation—0
On Speeding Up Language Model Evaluation—0
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation—0
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