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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 151–175 of 1729 papers

TitleStatusHype
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset—0
NeR-VCP: A Video Content Protection Method Based on Implicit Neural Representation—0
AttackER: Towards Enhancing Cyber-Attack Attribution with a Named Entity Recognition Dataset—0
mucAI at WojoodNER 2024: Arabic Named Entity Recognition with Nearest Neighbor Search—0
Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models—0
UNER: A Unified Prediction Head for Named Entity Recognition in Visually-rich Documents—0
Cross-domain Named Entity Recognition via Graph Matching—0
Comparative Analysis of Encoder-Based NER and Large Language Models for Skill Extraction from Russian Job Vacancies—0
Learning Robust Named Entity Recognizers From Noisy Data With Retrieval Augmentation—0
Label Alignment and Reassignment with Generalist Large Language Model for Enhanced Cross-Domain Named Entity Recognition—0
UF-HOBI at "Discharge Me!": A Hybrid Solution for Discharge Summary Generation Through Prompt-based Tuning of GatorTronGPT Models—0
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service—0
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models—0
WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task—0
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documentsCode1
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific ScenariosCode0
Biomedical Nested NER with Large Language Model and UMLS Heuristics—0
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASRCode0
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework—0
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?Code0
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER—0
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via AdaptersCode0
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English—0
LegalTurk Optimized BERT for Multi-Label Text Classification and NER—0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
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