Constructing better prototype generators with 3D CNNs for few-shot text classification

HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case

Yinhan Liu, Myle Ott, Naman Goyal et al. · DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2019 · 17.1K citations · Full text

Representation Learning with Contrastive Predictive Coding

Aäron van den Oord, Yazhe Li, Oriol Vinyals · arXiv (Cornell University) · 2018 · 4.5K citations · Full text

Artificial Intelligence, Structured Prediction, Geometric Learning +15

Human action recognition approaches with video datasets—A survey

Tansel Özyer, Duygu Selin Ak, Reda Alhajj · Knowledge-Based Systems · 2021 · 68 citations

Image Analysis, Machine Learning, Data Science +12

Siamese capsule networks with global and local features for text classification

Yujia Wu, Jing Li, Jia Wu et al. · Neurocomputing · 2020 · 57 citations

Natural Language Processing, Classification Method, Engineering +13

Enhanced prototypical network for few-shot relation extraction

Wen Wen, Yongbin Liu, Chunping Ouyang et al. · Information Processing & Management · 2021 · 52 citations

Natural Language Processing, Few-shot Learning, Engineering +7