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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 26–50 of 69 papers

TitleStatusHype
Dialectical language model evaluation: An initial appraisal of the commonsense spatial reasoning abilities of LLMs—0
Advancing Chinese biomedical text mining with community challenges—0
BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models—0
Benchmarking Harmonized Tariff Schedule Classification Models—0
Beyond Metrics: A Critical Analysis of the Variability in Large Language Model Evaluation Frameworks—0
BPoMP: The Benchmark of Poetic Minimal Pairs – Limericks, Rhyme, and Narrative Coherence—0
Branch-Solve-Merge Improves Large Language Model Evaluation and Generation—0
CLiMP: A Benchmark for Chinese Language Model Evaluation—0
CoCo-Bench: A Comprehensive Code Benchmark For Multi-task Large Language Model Evaluation—0
Confidence in Large Language Model Evaluation: A Bayesian Approach to Limited-Sample Challenges—0
Contrastive Entropy: A new evaluation metric for unnormalized language models—0
Controlling for Stereotypes in Multimodal Language Model Evaluation—0
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
A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation—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
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
Pseudointelligence: A Unifying Framework for Language Model Evaluation—0
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