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Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora

2015-07-01 · IJCNLP 2015 7 · Ayah Zirikly, Masato Hagiwara

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Tasks

Cross-Lingual Transfer Dependency Parsing Domain Adaptation Named Entity Recognition (NER)Transfer Learning

A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers

2019-08-23 · IJCNLP 2019 11 · Aditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig 외

Most state-of-the-art models for named entity recognition (NER) rely on the availability of large amounts of labeled data, making them challenging to extend to new, lower-resourced languages. However, there are now sever…

Active Learning Cross-Lingual Transfer named-entity-recognition Named Entity Recognition+3

Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource Languages

2025-01-30 · Andrei Politov, Oleh Shkalikov, René Jäkel, Michael Färber

Cross-lingual Named Entity Recognition (NER) leverages knowledge transfer between languages to identify and classify named entities, making it particularly useful for low-resource languages. We show that the data-based c…

Cross-Lingual NER Cross-Lingual Transfer named-entity-recognition Named Entity Recognition+3

Comparing Named-Entity Recognizers in a Targeted Domain: Handcrafted Rules vs Machine Learning

2016-07-01 · JEPTALNRECITAL 2016 7 · Ioannis Partalas, C{\'e}dric Lopez, Fr{\'e}d{\'e}rique Segond

Comparing Named-Entity Recognizers in a Targeted Domain : Handcrafted Rules vs. Machine Learning Named-Entity Recognition concerns the classification of textual objects in a predefined set of categories such as persons, …

BIG-bench Machine Learning named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)

What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis

2019-09-09 · IJCNLP 2019 11 · Xiaolei Huang, Jonathan May, Nanyun Peng

Building named entity recognition (NER) models for languages that do not have much training data is a challenging task. While recent work has shown promising results on cross-lingual transfer from high-resource languages…

Cross-Lingual NER Cross-Lingual Transfer named-entity-recognition Named Entity Recognition+3

DaNE: A Named Entity Resource for Danish

2020-05-01 · LREC 2020 5 · Rasmus Hvingelby, Amalie Brogaard Pauli, Maria Barrett, Christina Rosted 외

We present a named entity annotation for the Danish Universal Dependencies treebank using the CoNLL-2003 annotation scheme: DaNE. It is the largest publicly available, Danish named entity gold annotation. We evaluate the…

Cross-Lingual Transfer named-entity-recognition Named Entity Recognition Named Entity Recognition (NER)+1