Бақыланатын генерация

method ID: controlledgeneration

Related Papers

An Invariant Learning Characterization of Controlled Text Generation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractControlled generation refers to the problem of creating text that contains stylistic or semantic attributes of interest. Many approaches reduce this problem to training a predictor of the desired attribute. …...

38678

NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractIn this study, we analyze automatic evaluation metrics for Natural Language Generation (NLG), specifically task-agnostic metrics and human-aligned metrics. Task-agnostic metrics, such as Perplexity, BLEU, BERTScore, are cost-effective and highly …...

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