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NER

The named entity recognition (NER) involves identification of key information in the text and classification into a set of predefined categories. This includes standard entities in the text like Part of Speech (PoS) and entities like places, names etc...

Papers

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Showing 401–425 of 1729 papers

TitleStatusHype
Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-TrainingCode0
Embedding Models for Supervised Automatic Extraction and Classification of Named Entities in Scientific AcknowledgementsCode0
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks—0
A Dataset and Strong Baselines for Classification of Czech News TextsCode0
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition—0
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks—0
Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages—0
RoPDA: Robust Prompt-based Data Augmentation for Low-Resource Named Entity Recognition—0
Named entity recognition using GPT for identifying comparable companies—0
Automatic Coding at Scale: Design and Deployment of a Nationwide System for Normalizing Referrals in the Chilean Public Healthcare System—0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph ConstructionCode0
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical DomainCode1
Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches—0
DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries—0
Biomedical Language Models are Robust to Sub-optimal TokenizationCode0
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity RecognitionCode0
Streamlining Social Media Information Retrieval for COVID-19 Research with Deep LearningCode0
DMNER: Biomedical Entity Recognition by Detection and MatchingCode0
Enriching the NArabizi Treebank: A Multifaceted Approach to Supporting an Under-Resourced Language—0
Transfer Learning across Several Centuries: Machine and Historian Integrated Method to Decipher Royal Secretary's Diary—0
Named entity recognition in resumes—0
Identifying and Extracting Rare Disease Phenotypes with Large Language ModelsCode0
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review—0
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation—0
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