GitHub / shubhi / nlp-few-shot-relation-extraction
This project investigates few-shot learning for relation extraction using the FewRel dataset. We will compare Prototypical Networks, MAML, and k-NNs in different few-shot settings to see which performs best with minimal data. The goal is to improve relation extraction in NLP by effectively handling data scarcity.
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PURL: pkg:github/shubhi/nlp-few-shot-relation-extraction
Stars: 2
Forks: 0
Open issues: 1
License: None
Language: Python
Size: 6.31 MB
Dependencies parsed at: Pending
Created at: about 1 year ago
Updated at: 16 days ago
Pushed at: about 1 year ago
Last synced at: 9 days ago
Topics: few-shot-learning, fewrel, natural-language-processing, relation-extraction