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cs.CL2023
KeyGen2Vec: Learning Document Embedding via Multi-label Keyword Generation in Question-Answering
Iftitahu Ni'mah, Samaneh Khoshrou, Vlado Menkovski +1
Representing documents into high dimensional embedding space while preserving the structural similarity between document sources has been an ultimate goal for many works on text re…
cs.CL2023
NLG Evaluation Metrics Beyond Correlation Analysis: An Empirical Metric Preference Checklist
Iftitahu Ni'mah, Meng Fang, Vlado Menkovski +1
In this study, we analyze automatic evaluation metrics for Natural Language Generation (NLG), specifically task-agnostic metrics and human-aligned metrics. Task-agnostic metrics, s…