1 citations · 1 across the 4 of their papers we have counts for
4 papers
A fast and sound tagging method for discontinuous named-entity recognition
Caio Corro
We introduce a novel tagging scheme for discontinuous named entity recognition based on an explicit description of the inner structure of discontinuous mentions. We rely on a weigh…
On the inconsistency of separable losses for structured prediction
Caio Corro
In this paper, we prove that separable negative log-likelihood losses for structured prediction are not necessarily Bayes consistent, or, in other words, minimizing these losses ma…
A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2)
Caio Corro
Span-based nested named-entity recognition (NER) has a cubic-time complexity using a variant of the CYK algorithm. We show that by adding a supplementary structural constraint on t…
Span-based discontinuous constituency parsing: a family of exact chart-based algorithms with time complexities from O(n^6) down to O(n^3)
Caio Corro
We introduce a novel chart-based algorithm for span-based parsing of discontinuous constituency trees of block degree two, including ill-nested structures. In particular, we show t…