Cover Image

ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Heng, Yuzhao, Deng, Chunyuan, Li, Yitong, Yu, Yue, Li, Yinghao, Zhang, Rongzhi, Zhang, Chao
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unveiling the Spectrum of Data Contamination in Language Models: A Survey from Detection to Remediation
by: Deng, Chunyuan, et al.
Published: (2024)

Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
by: Xie, Tingyu, et al.
Published: (2023)

Precise Attribute Intensity Control in Large Language Models via Targeted Representation Editing
by: Zhang, Rongzhi, et al.
Published: (2025)

GenCNER: A Generative Framework for Continual Named Entity Recognition
by: Yang, Yawen, et al.
Published: (2025)

Leveraging Large Language Models for Rare Disease Named Entity Recognition
by: Xi, Nan Miles, et al.
Published: (2025)

Named Entity Recognition of Historical Texts via Large Language Model
by: Zhang, Shibingfeng, et al.
Published: (2025)

Rethinking Negative Instances for Generative Named Entity Recognition
by: Ding, Yuyang, et al.
Published: (2024)

Federated Incremental Named Entity Recognition
by: Zhang, Duzhen, et al.
Published: (2024)

Assessment of Generative Named Entity Recognition in the Era of Large Language Models
by: Zhan, Qi, et al.
Published: (2026)

A Unified Biomedical Named Entity Recognition Framework with Large Language Models
by: Lv, Tengxiao, et al.
Published: (2025)

RetrieveAll: A Multilingual Named Entity Recognition Framework with Large Language Models
by: Zhang, Jin, et al.
Published: (2025)

Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
by: Yang, Yuming, et al.
Published: (2024)

Mix of Experts Language Model for Named Entity Recognition
by: Chen, Xinwei, et al.
Published: (2024)

Large Language Models Struggle in Token-Level Clinical Named Entity Recognition
by: Lu, Qiuhao, et al.
Published: (2024)

Large Language Models for Few-Shot Named Entity Recognition
by: Zhao, Yufei, et al.
Published: (2018)

Harnessing Large Language Models for Biomedical Named Entity Recognition
by: Chen, Jian, et al.
Published: (2025)

"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities
by: Yu, Jiawei, et al.
Published: (2024)

LTNER: Large Language Model Tagging for Named Entity Recognition with Contextualized Entity Marking
by: Yan, Faren, et al.
Published: (2024)

ReverseNER: A Self-Generated Example-Driven Framework for Zero-Shot Named Entity Recognition with Large Language Models
by: Wang, Anbang, et al.
Published: (2024)

ProgCo: Program Helps Self-Correction of Large Language Models
by: Song, Xiaoshuai, et al.
Published: (2025)

Named Entity Recognition for the Kurdish Sorani Language: Dataset Creation and Comparative Analysis
by: Abdalla, Bakhtawar, et al.
Published: (2025)

How far is Language Model from 100% Few-shot Named Entity Recognition in Medical Domain
by: Li, Mingchen, et al.
Published: (2023)

Named Entity Recognition in COVID-19 tweets with Entity Knowledge Augmentation
by: Zhang, Xuankang, et al.
Published: (2025)

LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition
by: Li, Jinyuan, et al.
Published: (2024)

MSNER: A Multilingual Speech Dataset for Named Entity Recognition
by: Meeus, Quentin, et al.
Published: (2024)

TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance
by: Wang, Haorui, et al.
Published: (2024)

UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
by: Zhou, Wenxuan, et al.
Published: (2023)

Generative AI for Named Entity Recognition in Low-Resource Language Nepali
by: Neupane, Sameer, et al.
Published: (2025)

Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering
by: Hu, Yan, et al.
Published: (2023)

Named Entity Recognition in Context
by: Brisson, Colin, et al.
Published: (2025)

Arabic Named Entity Recognition
by: Yassine Benajiba
Published: (2010)

LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty
by: Zhang, Zhen, et al.
Published: (2024)

Exploring Stability-Plasticity Trade-offs for Continual Named Entity Recognition
by: Zhang, Duzhen, et al.
Published: (2025)

FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition
by: Golde, Jonas, et al.
Published: (2025)

Nested Named-Entity Recognition on Vietnamese COVID-19: Dataset and Experiments
by: Lê, Ngoc C., et al.
Published: (2025)

In-Context Learning for Few-Shot Nested Named Entity Recognition
by: Zhang, Meishan, et al.
Published: (2024)

Few-shot Name Entity Recognition on StackOverflow
by: Chen, Xinwei, et al.
Published: (2024)

ToNER: Type-oriented Named Entity Recognition with Generative Language Model
by: Jiang, Guochao, et al.
Published: (2024)

LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition
by: Ye, Junjie, et al.
Published: (2024)

CLLMFS: A Contrastive Learning enhanced Large Language Model Framework for Few-Shot Named Entity Recognition
by: Zhang, Yafeng, et al.
Published: (2024)