In this paper, we first investigate the strengths and weaknesses when the span prediction model is used for named entity recognition compared with the sequence ...
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Jun 1, 2021 · Abstract:Recent years have seen the paradigm shift of Named Entity Recognition (NER) systems from sequence labeling to span prediction.
We then reveal that span prediction, simultaneously, can serve as a system combiner to re-recognize named entities from different systems' outputs.
ONE span prediction model (SPANNER) finishes TWO things: (1) named entity recognition (2) combination of different NER systems. …
In this paper, we first investigate the strengths and weaknesses when the span prediction model is used for named entity recognition compared with the sequence ...
Duration: 9:18
Posted: Jan 1, 2024
Posted: Jan 1, 2024
ONE span prediction model (SPANNER) finishes TWO things: (1) named entity recognition (2) combination of different NER systems. Source publication.
Aug 2, 2021 · On-demand video platform giving you access to lectures from conferences worldwide.
In this work, we explore the way to perform named entity recognition (NER) using only unlabeled data and named entity dictionaries. named-entity-recognition ...
This work proposes S-NER, a span-based NER model that directly obtains the types of spans by conducting entity type classifications on span semantic ...