SOTAVerified

Language Model Evaluation

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

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
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
C^2LEVA: Toward Comprehensive and Contamination-Free Language Model EvaluationCode2
ArabicMMLU: Assessing Massive Multitask Language Understanding in ArabicCode1
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract MeaningCode1
Catwalk: A Unified Language Model Evaluation Framework for Many DatasetsCode1
MR-GSM8K: A Meta-Reasoning Benchmark for Large Language Model EvaluationCode1
C-STS: Conditional Semantic Textual SimilarityCode1
DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNACode1
Estimating Contamination via Perplexity: Quantifying Memorisation in Language Model EvaluationCode1
Salmon: A Suite for Acoustic Language Model EvaluationCode1
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model EvaluationCode1
Role-Playing Evaluation for Large Language ModelsCode1
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific ResearchCode1
LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test ConstructionCode1
Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and TrainingCode1
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
Large Language Model Evaluation via Matrix Nuclear-NormCode0
Mitigating the Bias of Large Language Model EvaluationCode0
Enterprise Benchmarks for Large Language Model EvaluationCode0
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language ModelsCode0
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model EvaluationCode0
PrOnto: Language Model Evaluations for 859 LanguagesCode0
FABLE: A Novel Data-Flow Analysis Benchmark on Procedural Text for Large Language Model EvaluationCode0
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and BridgingCode0
Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing PlatformCode0
Mind the Gap: Assessing Temporal Generalization in Neural Language Models—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
R-Bench: Graduate-level Multi-disciplinary Benchmarks for LLM & MLLM Complex Reasoning Evaluation—0
Rethinking Generative Large Language Model Evaluation for Semantic Comprehension—0
Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation—0
Stratified Prediction-Powered Inference for Hybrid Language Model Evaluation—0
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation—0
ViDAS: Vision-based Danger Assessment and Scoring—0
KMMLU: Measuring Massive Multitask Language Understanding in Korean—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
Show:102550
← PrevPage 1 of 2Next →

No leaderboard results yet.