reference-based evaluation

Current state of LLMs for Arabic dialectal machine translation EACL 2026 LLM-Free Image Captioning Evaluation in Reference-Flexible Settings AAAI 2026 Ref4D-VideoBench: Four-Dimensional Reference-Based Evaluation of Text-to-Video Generative Models CVPR 2026 Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ACL 2026 ExPerT: Effective and Explainable Evaluation of Personalized Long-Form Text Generation ACL 2025 Beyond Reference: Evaluating High Quality Translations Better than Human References EMNLP 2024 Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation ACL 2024 Evaluation of Question Generation Needs More References ACL 2023 MuLER: Detailed and Scalable Reference-based Evaluation CoNLL 2023 RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue ACL 2023 Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework ACL 2023 UMSE: Unified Multi-scenario Summarization Evaluation ACL 2023 Automatic Prosody Evaluation of L2 English Read Speech in Reference to Accent Dictionary with Transformer Encoder Interspeech 2022 MS-COMET: More and Better Human Judgements Improve Metric Performance EMNLP 2022 A Tutorial on Evaluation Metrics used in Natural Language Generation NAACL 2021 An Anchor-Based Automatic Evaluation Metric for Document Summarization COLING 2020 The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019 A Reassessment of Reference-Based Grammatical Error Correction Metrics COLING 2018 Automatic Reference-Based Evaluation of Pronoun Translation Misses the Point EMNLP 2018 Inherent Biases in Reference-based Evaluation for Grammatical Error Correction ACL 2018