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nlg evaluation

Evaluate the generated text by NLG (Natural Language Generation) systems, like large language models

Papers

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Showing 1–10 of 71 papers

TitleStatusHype
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference ChecklistCode3
Towards a Unified Multi-Dimensional Evaluator for Text GenerationCode2
Themis: A Reference-free NLG Evaluation Language Model with Flexibility and InterpretabilityCode1
Leveraging Large Language Models for NLG Evaluation: Advances and ChallengesCode1
LUNA: A Framework for Language Understanding and Naturalness AssessmentCode1
Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement TheoryCode1
G-Eval: NLG Evaluation using GPT-4 with Better Human AlignmentCode1
Is ChatGPT a Good NLG Evaluator? A Preliminary StudyCode1
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error SynthesisCode1
Active Evaluation: Efficient NLG Evaluation with Few Pairwise ComparisonsCode1
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