A survey on deep semi-supervised learning

X Yang, Z Song, I King, Z Xu - IEEE transactions on knowledge …, 2022 - ieeexplore.ieee.org
Deep semi-supervised learning is a fast-growing field with a range of practical applications.
This paper provides a comprehensive survey on both fundamentals and recent advances in …

Universal dependencies v1: A multilingual treebank collection

J Nivre, MC De Marneffe, F Ginter… - Proceedings of the …, 2016 - aclanthology.org
Cross-linguistically consistent annotation is necessary for sound comparative evaluation
and cross-lingual learning experiments. It is also useful for multilingual system development …

Amnesic probing: Behavioral explanation with amnesic counterfactuals

Y Elazar, S Ravfogel, A Jacovi… - Transactions of the …, 2021 - direct.mit.edu
A growing body of work makes use of probing in order to investigate the working of neural
models, often considered black boxes. Recently, an ongoing debate emerged surrounding …

One country, 700+ languages: NLP challenges for underrepresented languages and dialects in Indonesia

AF Aji, GI Winata, F Koto, S Cahyawijaya… - arxiv preprint arxiv …, 2022 - arxiv.org
NLP research is impeded by a lack of resources and awareness of the challenges presented
by underrepresented languages and dialects. Focusing on the languages spoken in …