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reference-free evaluation

93 papers

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Co-occurring keywords

large language model (13587) quality estimation (232) summarization evaluation (84) evaluation metric (573) machine translation (2499) reference-free metric (34) text summarization (896) automatic evaluation (225) factual consistency (126) text generation (2913)

Papers

QuestEval: Summarization Asks for Fact-based Evaluation EMNLP 2021
Explainable Quality Estimation: CUNI Eval4NLP Submission EMNLP 2021
Assessing Reference-Free Peer Evaluation for Machine Translation NAACL 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization ACL 2021
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy ACL 2021
A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy IJCNLP 2021
Are References Really Needed? Unbabel-IST 2021 Submission for the Metrics Shared Task EMNLP 2021
ESTIME: Estimation of Summary-to-Text Inconsistency by Mismatched Embeddings EMNLP 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning EMNLP 2021
FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation CVPR 2021
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization IJCNLP 2021
Unsupervised Reference-Free Summary Quality Evaluation via Contrastive Learning EMNLP 2020
Designing Precise and Robust Dialogue Response Evaluators ACL 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation ACL 2020
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation ACL 2020
Fréchet Audio Distance: A Reference-Free Metric for Evaluating Music Enhancement Algorithms INTERSPEECH 2019
SUM-QE: a BERT-based Summary Quality Estimation Model IJCNLP 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019