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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 1–50 of 69 papers

TitleStatusHype
Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for CodeCode4
Evalverse: Unified and Accessible Library for Large Language Model EvaluationCode3
C^2LEVA: Toward Comprehensive and Contamination-Free Language Model EvaluationCode2
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill SetsCode2
BigBIO: A Framework for Data-Centric Biomedical Natural Language ProcessingCode2
AgentSims: An Open-Source Sandbox for Large Language Model EvaluationCode2
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific ResearchCode1
Role-Playing Evaluation for Large Language ModelsCode1
LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test ConstructionCode1
ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicCode1
M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment AnalysisCode1
Salmon: A Suite for Acoustic Language Model EvaluationCode1
C-STS: Conditional Semantic Textual SimilarityCode1
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model EvaluationCode1
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNACode1
Catwalk: A Unified Language Model Evaluation Framework for Many DatasetsCode1
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract MeaningCode1
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model EvaluationCode1
Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and TrainingCode1
Estimating Contamination via Perplexity: Quantifying Memorisation in Language Model EvaluationCode1
iREPO: implicit Reward Pairwise Difference based Empirical Preference Optimization—0
Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing—0
KMMLU: Measuring Massive Multitask Language Understanding in Korean—0
Language Model Evaluation Beyond Perplexity—0
Language Model Evaluation in Open-ended Text Generation—0
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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