reference-free metric

A Diagnostic Framework for Auditing Reference-Free Vision-Language Metrics IJCNLP 2025 ImpScore: A Learnable Metric For Quantifying The Implicitness Level of Sentences ICLR 2025 Readability Reconsidered A Cross-Dataset Analysis of Reference-Free Metrics EMNLP 2025 Reliability Crisis of Reference-free Metrics for Grammatical Error Correction EMNLP 2025 SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025 TASER: Translation Assessment via Systematic Evaluation and Reasoning EMNLP 2025 A Comprehensive Analysis of the Effectiveness of Large Language Models as Automatic Dialogue Evaluators AAAI 2024 BBScore: A Brownian Bridge Based Metric for Assessing Text Coherence AAAI 2024 BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation EMNLP 2024 BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues ECCV 2024 Fair Abstractive Summarization of Diverse Perspectives NAACL 2024 Fusion-Eval: Integrating Assistant Evaluators with LLMs EMNLP 2024 Is Reference Necessary in the Evaluation of NLG Systems? When and Where? NAACL 2024 MetricX-24: The Google Submission to the WMT 2024 Metrics Shared Task EMNLP 2024 Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics EMNLP 2024 One Prompt To Rule Them All: LLMs for Opinion Summary Evaluation ACL 2024 PAM: Prompting Audio-Language Models for Audio Quality Assessment Interspeech 2024 REFeREE: A REference-FREE Model-Based Metric for Text Simplification COLING 2024 Reference-based Metrics Disprove Themselves in Question Generation EMNLP 2024 When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation COLING 2024 Cometoid: Distilling Strong Reference-based Machine Translation Metrics into Even Stronger Quality Estimation Metrics EMNLP 2023 EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics EMNLP 2023 Evaluating Metrics for Document-context Evaluation in Machine Translation EMNLP 2023 PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning EMNLP 2023 Assessing Inter-metric Correlation for Multi-document Summarization Evaluation EMNLP 2022