correlation analysis

Ask Me Like I’m Human: LLM-based Evaluation with For-Human Instructions Correlates Better with Human Evaluations than Human Judges ACL 2025 Evaluating the Evaluators: Are readability metrics good measures of readability? EMNLP 2025 G-VEval: A Versatile Metric for Evaluating Image and Video Captions Using GPT-4o AAAI 2025 NovAScore: A New Automated Metric for Evaluating Document Level Novelty COLING 2025 PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims EMNLP 2025 Reproducing the Argument Quality Prediction of Project Debater ACL 2025 The Progress Illusion: Revisiting meta-evaluation standards of LLM evaluators EMNLP 2025 Unpacking Ambiguity: The Interaction of Polysemous Discourse Markers and Non-DM Signals EMNLP 2025 CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 Do LLMs Agree with Humans on Emotional Associations to Nonsense Words? ACL 2024 Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks ACL 2024 Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024 RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024 Vision Mamba Mender NeurIPS 2024 Why Don’t Prompt-Based Fairness Metrics Correlate? ACL 2024 Are Large Language Models Reliable Judges? A Study on the Factuality Evaluation Capabilities of LLMs EMNLP 2023 Cross-Cultural Analysis of Human Values, Morals, and Biases in Folk Tales EMNLP 2023 Extrinsic Evaluation of Machine Translation Metrics ACL 2023 IndicMT Eval: A Dataset to Meta-Evaluate Machine Translation Metrics for Indian Languages ACL 2023 Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023 LENS: A Learnable Evaluation Metric for Text Simplification ACL 2023 Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract) AAAI 2023 MT Metrics Correlate with Human Ratings of Simultaneous Speech Translation ACL 2023 RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023 Sparse GCA and Thresholded Gradient Descent JMLR 2023