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Data-to-text Generation on DART (ROUGE-L)

56.4ROUGE-LGENICL
21.45630.52839.648.672May 26, 2025

Evaluation results

MethodLinks
GENICLBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0556.4
EPRBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0556.2
LLM-RBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0556
BM25Backbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0555.4
E5baseBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0554.9
SBERTBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0554.6
CBDSBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0552.2
RandomBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.0534.5
Zero-shotBackbone=LLaMA-7B, Evaluation Setting=Zero-shot2025.0522.8