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A survey on deep semi-supervised learning
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 …
This paper provides a comprehensive survey on both fundamentals and recent advances in …
Universal dependencies v1: A multilingual treebank collection
Cross-linguistically consistent annotation is necessary for sound comparative evaluation
and cross-lingual learning experiments. It is also useful for multilingual system development …
and cross-lingual learning experiments. It is also useful for multilingual system development …
Amnesic probing: Behavioral explanation with amnesic counterfactuals
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 …
models, often considered black boxes. Recently, an ongoing debate emerged surrounding …
One country, 700+ languages: NLP challenges for underrepresented languages and dialects in Indonesia
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 …
by underrepresented languages and dialects. Focusing on the languages spoken in …