Cross|Lingual Named Entity Recognition for Heterogenous ...

Cross-Lingual Named Entity Recognition for Heterogenous ...

Cross-Lingual Named Entity Recognition for Heterogenous Languages. Abstract: Previous works on cross-lingual Named Entity Recognition (NER) have ...

Cross-Lingual Named Entity Recognition for Heterogenous ...

Previous works on cross-lingual Named Entity Recognition (NER) have achieved great success. However, few of them consider the effect of language families ...

(PDF) Cross-Lingual Named Entity Recognition for Heterogenous ...

Cross-lingual named entity recognition task is one of the critical problems for evaluating the potential transfer learning techniques on low ...

Cross-Lingual Named Entity Recognition for Heterogenous ...

In this study, we find that the cross-lingual NER performance of a target language would decrease when its source language is changed from the same (homogenous) ...

Cross-Lingual Named Entity Recognition for ... - BibSonomy

Cross-Lingual Named Entity Recognition for Heterogenous Languages. Y. Fu, N. Lin, B. Chen, Z. Yang, and S. Jiang. IEEE ACM Trans. Audio Speech Lang. Process ...

Cross-lingual Named Entity Recognition - John Benjamins

... heterogeneous test set: The set not only includes articles from many different domains (politics, sports re- sults, discussions of television programmes ...

Neural language model embeddings for Named Entity Recognition

The previous studies (Fu et al., 2023) in this context have examined the performance of NER models in cross-lingual scenarios for homogenous and heterogenous ...

mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view ...

Abstract:Cross-lingual named entity recognition (CrossNER) faces challenges stemming from uneven performance due to the scarcity of ...

A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using ...

We study a variant of domain adaptation for named-entity recognition where multiple, heterogeneously tagged training sets are available.

[PDF] Towards Lingua Franca Named Entity Recognition with BERT

This paper investigates a single Named Entity Recognition model, based on a multilingual BERT, that is trained jointly on many languages simultaneously, ...

Projecting Heterogeneous Annotations for Named Entity Recognition

Our results show that monolingual models, even for a large language such as Spanish, perform better in this particular. NER benchmark. Furthermore, our ...

[PDF] Cross-Lingual Named Entity Recognition via Wikification

A language independent method for NER is introduced, building on cross-lingual wikiﬁcation, a technique that grounds words and phrases in ...

Cross-lingual Named Entity Recognition | Request PDF

While state-of-the-art approaches for cross-lingual name variant merging and document similarity calculation require bilingual resources, the methods proposed ...

Knowledge-aware Named Entity Recognition with Alleviating ...

Named Entity Recognition (NER) is a fundamental and important research topic for many downstream NLP tasks, aiming at detecting and classifying ...

Cross-Lingual Named Entity Recognition Based on Attention and ...

Named entity recognition aims to extract entities with specific meaning from unstructured text. Currently, deep learning methods have been ...

Cross-Lingual Named Entity Recognition via Wikification | CoLab

... Cross-Lingual Named Entity Recognition for Heterogenous Languages. Fu Y., Lin N., Chen B., Yang Z., Jiang S. Q1. IEEE/ACM Transactions on Audio Speech and ...

kaisugi/entity-related-papers - GitHub

NER · VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models · Hypergraph based Understanding for Document Semantic ...

Nested Named Entity Recognition - Papers With Code

Named entity recognition is a fundamental task in natural language processing, identifying the span and category of entities in unstructured texts. 3. 19 Oct ...

Custom named entity recognition - Azure AI services | Microsoft Learn

Custom NER is one of the custom features offered by Azure AI Language. It is a cloud-based API service that applies machine-learning ...

Entity-level Interaction via Heterogeneous Graph for Multimodal ...

Multimodal Named Entity Recognition (MNER) faces two specific challenges: 1) How to capture useful entity-related visual information; 2) How to alleviate ...