Comprehensive Overview of Named Entity Recognition: Models, Domain-Specific Applications and Challenges

25 September 2023

Papers citing "Comprehensive Overview of Named Entity Recognition: Models, Domain-Specific Applications and Challenges"

8 / 8 papers shown

Title
Pre-trained Language Models and Few-shot Learning for Medical Entity Extraction Xiaokai Wang Guiran Liu Binrong Zhu Jacky He Hongye Zheng Hanlu Zhang AI4MH 23 2 0 06 Apr 2025
FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework Ibrahim Bouabdallaoui Fatima Guerouate Samya Bouhaddour C. Saadi Mohammed Sbihi 34 0 0 04 Feb 2025
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 29 7 0 15 Sep 2024
In-Context Learning on a Budget: A Case Study in Token Classification Uri Berger Tal Baumel Gabriel Stanovsky 42 0 0 19 Jun 2024
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges Yuqi Nie Yaxuan Kong Xiaowen Dong John M. Mulvey H. Vincent Poor Qingsong Wen Stefan Zohren AIFin 40 40 0 15 Jun 2024
HistNERo: Historical Named Entity Recognition for the Romanian Language Andrei-Marius Avram Andreea Iuga George-Vlad Manolache Vlad-Cristian Matei Ruazvan-Gabriel Micliucs ... Manuel-Petru Sorlescu Dragocs-Andrei cSerban Adrian-Dinu Urse Vasile Puaics Dumitru-Clementin Cercel 20 2 0 30 Apr 2024
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies Yining Huang Keke Tang Meilian Chen 25 9 0 14 Feb 2024
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 214 607 0 13 Oct 2020