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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 1–25 of 69 papers

TitleStatusHype
Enterprise Large Language Model Evaluation Benchmark—0
Finance Language Model Evaluation (FLaME)—0
BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models—0
FABLE: A Novel Data-Flow Analysis Benchmark on Procedural Text for Large Language Model EvaluationCode0
Role-Playing Evaluation for Large Language ModelsCode1
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation—0
Confidence in Large Language Model Evaluation: A Bayesian Approach to Limited-Sample Challenges—0
CoCo-Bench: A Comprehensive Code Benchmark For Multi-task Large Language Model Evaluation—0
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation—0
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation—0
Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation—0
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment AnalysisCode1
Environmental large language model Evaluation (ELLE) dataset: A Benchmark for Evaluating Generative AI applications in Eco-environment DomainCode0
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model EvaluationCode1
Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation—0
LMUnit: Fine-grained Evaluation with Natural Language Unit Tests—0
Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and TrainingCode1
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNACode1
C^2LEVA: Toward Comprehensive and Contamination-Free Language Model EvaluationCode2
Benchmarking Harmonized Tariff Schedule Classification Models—0
Large Language Model Evaluation via Matrix Nuclear-NormCode0
Enterprise Benchmarks for Large Language Model EvaluationCode0
ViDAS: Vision-based Danger Assessment and Scoring—0
Mitigating the Bias of Large Language Model EvaluationCode0
Salmon: A Suite for Acoustic Language Model EvaluationCode1
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