News Annotation
2 papers with code • 0 benchmarks • 2 datasets
Assigning the appropriate labels to a news text based on a set of pre-defined labels.
Benchmarks
These leaderboards are used to track progress in News Annotation
GVFC
Latest papers
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification
yourh/AttentionXML
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NeurIPS 2019
We propose a new label tree-based deep learning model for XMTC, called AttentionXML, with two unique features: 1) a multi-label attention mechanism with raw text as input, which allows to capture the most relevant part of text to each label; and 2) a shallow and wide probabilistic label tree (PLT), which allows to handle millions of labels, especially for "tail labels".
Automatic Annotation and Evaluation of Error Types for Grammatical Error Correction
Until now, error type performance for Grammatical Error Correction (GEC) systems could only be measured in terms of recall because system output is not annotated.
