Cross-Lingual NER

28개 벤치마크 · 논문 43편 · 이 태스크의 논문 보기 →

Benchmarks

Most implemented

ByT5: Towards a token-free future with pre-trained byte-to-byte models

2021-05-28 · 구현 5개

Model and Data Transfer for Cross-Lingual Sequence Labelling in Zero-Resource Settings

2022-10-23 · 구현 4개

Rethinking embedding coupling in pre-trained language models

2020-10-24 · 구현 4개

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark

2023-11-15 · 구현 2개

T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks

2022-12-20 · 구현 2개

Frustratingly Easy Label Projection for Cross-lingual Transfer

2022-11-28 · 구현 2개

Papers

Zero-shot Cross-lingual NER via Mitigating Language Difference: An Entity-aligned Translation Perspective

2025-09-01 · Zhihao Zhang, Sophia Yat Mei Lee, Dong Zhang, Shoushan Li 외 arxiv

Cross-lingual Named Entity Recognition (CL-NER) aims to transfer knowledge from high-resource languages to low-resource languages. However, existing zero-shot CL-NER (ZCL-NER) approaches primarily focus on Latin script l…

Cross-Lingual NER Entity Alignment

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

Effectiveness of Cross-linguistic Extraction of Genetic Information using Generative Large Language Models

2024-09-24 · Proceedings of the Iberian Languages Evaluation Forum (IberLEF) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN) 2024 9 · Milindi Kodikara, Karin Verspoor

This paper presents the RMIT University system (RMIT-READ-BioMed) developed for the GenoVarDis shared task at IberLEF 2024, focusing on the task of Named Entity Recognition (NER) of genes, genetic variants, and associate…

Cross-Lingual NER Few-Shot Learning Genetic IE Language Modeling+6

Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages

2024-06-23 · Jimin Sohn, Haeji Jung, Alex Cheng, Jooeon Kang 외

Existing zero-shot cross-lingual NER approaches require substantial prior knowledge of the target language, which is impractical for low-resource languages. In this paper, we propose a novel approach to NER using phonemi…

Cross-Lingual NER NER

Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition

2024-06-03 · Zhuojun Ding, Wei Wei, Xiaoye Qu, Dangyang Chen

Cross-lingual named entity recognition (NER) aims to train an NER model for the target language leveraging only labeled source language data and unlabeled target language data. Prior approaches either perform label proje…

Cross-Lingual NER Denoising named-entity-recognition Named Entity Recognition+2

Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark

2023-11-15 · arXiv 2023 11 · Stephen Mayhew, Terra Blevins, Shuheng Liu, Marek Šuppa 외

We introduce Universal NER (UNER), an open, community-driven project to develop gold-standard NER benchmarks in many languages. The overarching goal of UNER is to provide high-quality, cross-lingually consistent annotati…

Cross-Lingual NER Multilingual Named Entity Recognition named-entity-recognition Named Entity Recognition+2

전체 43편 보기 →