Robust Retrieval Augmented Generation for Zero-shot Slot Filling

Benchmark Model Rank Results
zero-shot-slot-filling-on-t-rexDPRDNS+RAG#1R-Prec: 74.34R@5: 82.89
zero-shot-slot-filling-on-t-rexDPRBM25+RAG#2R-Prec: 65.02R@5: 75.52
zero-shot-slot-filling-on-t-rexDPRNQ+RAG#3R-Prec: 53.04R@5: 65.54
zero-shot-slot-filling-on-t-rexDPRBM25#4R-Prec: 49.02R@5: 63.34
zero-shot-slot-filling-on-t-rexDPRDNS#5R-Prec: 42.62R@5: 55.09
zero-shot-slot-filling-on-t-rexDPRNQ#6R-Prec: 19.5R@5: 29.8
zero-shot-slot-filling-on-zsreDPRDNS+RAG#1R-Prec: 98.60R@5: 99.70
zero-shot-slot-filling-on-zsreDPRDNS#2R-Prec: 97.53R@5: 99.3
zero-shot-slot-filling-on-zsreDPRBM25+RAG#3R-Prec: 96.89R@5: 98.01
zero-shot-slot-filling-on-zsreDPRBM25#4R-Prec: 94.55R@5: 98.17
zero-shot-slot-filling-on-zsreDPRNQ+RAG#5R-Prec: 68.13R@5: 79.19
zero-shot-slot-filling-on-zsreDPRNQ#6R-Prec: 45.49R@5: 60.77