model evaluation

Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024 Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users CVPR 2024 Exploratory Study on the Impact of English Bias of Generative Large Language Models in Dutch and French COLING 2024 FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024 GAOKAO-MM: A Chinese Human-Level Benchmark for Multimodal Models Evaluation ACL 2024 Generation, Distillation and Evaluation of Motivational Interviewing-Style Reflections with a Foundational Language Model EACL 2024 Generative Judge for Evaluating Alignment ICLR 2024 GPTEval: A Survey on Assessments of ChatGPT and GPT-4 COLING 2024 GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models NeurIPS 2024 HEMM: Holistic Evaluation of Multimodal Foundation Models NeurIPS 2024 Holistic Evaluation of Large Language Models: Assessing Robustness, Accuracy, and Toxicity for Real-World Applications NAACL 2024 How Much Annotation is Needed to Compare Summarization Models? NAACL 2024 I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing NeurIPS 2024 Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation EMNLP 2024 Interplay of ROC and Precision-Recall AUCs: Theoretical Limits and Practical Implications in Binary Classification ICML 2024 Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance? NeurIPS 2024 kubapok@LT-EDI 2024: Evaluating Transformer Models for Hate Speech Detection in Tamil EACL 2024 Large Language Models are not Fair Evaluators ACL 2024 Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024 Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination EMNLP 2024 LJPCheck: Functional Tests for Legal Judgment Prediction ACL 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking EACL 2024 LLMEval: A Preliminary Study on How to Evaluate Large Language Models AAAI 2024 Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation ICLR 2024