model evaluation

Are Large Language Models Good Statisticians? NeurIPS 2024 Are Large Language Models (LLMs) Good Social Predictors? EMNLP 2024 Assessing Image-Captioning Models: A Novel Framework Integrating Statistical Analysis and Metric Patterns COLING 2024 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024 Benchmark Generation Framework With Customizable Distortions for Image Classifier Robustness WACV 2024 Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024 Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation ACL 2024 Benchmark Transparency: Measuring the Impact of Data on Evaluation NAACL 2024 BetterBench: Assessing AI Benchmarks, Uncovering Issues, and Establishing Best Practices NeurIPS 2024 BIGOS V2 Benchmark for Polish ASR: Curated Datasets and Tools for Reproducible Evaluation NeurIPS 2024 Can Biases in ImageNet Models Explain Generalization? CVPR 2024 Categorical Generative Model Evaluation via Synthetic Distribution Coarsening AISTATS 2024 CAVA: A Tool for Cultural Alignment Visualization & Analysis EMNLP 2024 Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective ACL 2024 Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models EACL 2024 Collaborative Performance Prediction for Large Language Models EMNLP 2024 Comparing Template-based and Template-free Language Model Probing EACL 2024 Data Contamination Report from the 2024 CONDA Shared Task ACL 2024 Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models NeurIPS 2024 Divide-and-Aggregate Learning for Evaluating Performance on Unlabeled Data AAAI 2024 Don’t be my Doctor! Recognizing Healthcare Advice in Large Language Models EMNLP 2024 Efficient Lifelong Model Evaluation in an Era of Rapid Progress NeurIPS 2024 Evaluating Gender Bias in Multilingual Multimodal AI Models: Insights from an Indian Context ACL 2024 Evaluating Large Language Models for Health-related Queries with Presuppositions ACL 2024