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ResearchFormerly WizWand

Open-set knowledge retrieval on Google RE (UHN)

23Macro EMNPM
-0.925.2911.517.71Dec 2, 2022
Updated 8mo ago

Evaluation results

MethodLinks
NPM#Params=1.0x, C (Text Corpus)=true, Zero-shot=true2022.1223
BM25 + T5#Params=2.2x, C (Text Corpus)=true, Zero-shot=true2022.1216.6
BM25 + T5 3B#Params=8.5x, C (Text Corpus)=true, Zero-shot=true2022.1215.5
BM25 + GPT-3 175B#Params=500x, C (Text Corpus)=true, Zero-shot=true2022.1211.9
BM25 + GPT-3 13B#Params=37x, C (Text Corpus)=true, Zero-shot=true2022.1211.2
BM25 + OPT 2.7B#Params=7.6x, C (Text Corpus)=true, Zero-shot=true2022.123.7
BM25 + GPT-3 6.7B#Params=19x, C (Text Corpus)=true, Zero-shot=true2022.123.5
BM25 + OPT 6.7B#Params=19x, C (Text Corpus)=true, Zero-shot=true2022.123.3
BM25 + OPT 13B#Params=37x, C (Text Corpus)=true, Zero-shot=true2022.123.1
GPT-3 175B#Params=500x, C (Text Corpus)=false, Zero-shot=true2022.121
T5 3B#Params=8.5x, C (Text Corpus)=false, Zero-shot=true2022.120.7
T5#Params=2.2x, C (Text Corpus)=false, Zero-shot=true2022.120.4
GPT-3 13B#Params=37x, C (Text Corpus)=false, Zero-shot=true2022.120.4
OPT 6.7B#Params=19x, C (Text Corpus)=false, Zero-shot=true2022.120.3
OPT 13B#Params=37x, C (Text Corpus)=false, Zero-shot=true2022.120.3
BM25 + GPT-3 2.7B#Params=7.6x, C (Text Corpus)=true, Zero-shot=true2022.120.1
OPT 2.7B#Params=7.6x, C (Text Corpus)=false, Zero-shot=true2022.120
GPT-3 2.7B#Params=7.6x, C (Text Corpus)=false, Zero-shot=true2022.120
GPT-3 6.7B#Params=19x, C (Text Corpus)=false, Zero-shot=true2022.120