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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 51–75 of 1729 papers

TitleStatusHype
A Cooperative Multi-Agent Framework for Zero-Shot Named Entity RecognitionCode0
Iterative Auto-Annotation for Scientific Named Entity Recognition Using BERT-Based Models—0
MMRAG: Multi-Mode Retrieval-Augmented Generation with Large Language Models for Biomedical In-Context Learning—0
Data-Constrained Synthesis of Training Data for De-Identification—0
Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News—0
ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition—0
Named entity recognition for Serbian legal documents: Design, methodology and dataset development—0
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs—0
Small Language Model Makes an Effective Long Text ExtractorCode1
Claim Extraction for Fact-Checking: Data, Models, and Automated Metrics—0
TriNER: A Series of Named Entity Recognition Models For Hindi, Bengali & Marathi—0
NER4all or Context is All You Need: Using LLMs for low-effort, high-performance NER on historical texts. A humanities informed approach—0
FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual FrameworkCode0
Revisiting Projection-based Data Transfer for Cross-Lingual Named Entity Recognition in Low-Resource LanguagesCode0
General Embedding vs. Task-Specific Embedding: A Comparative Approach to Enhancing NLP Performance—0
Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools—0
Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition—0
LegalGuardian: A Privacy-Preserving Framework for Secure Integration of Large Language Models in Legal Practice—0
Exploring Robustness of Multilingual LLMs on Real-World Noisy DataCode0
TriMod Fusion for Multimodal Named Entity Recognition in Social Media—0
Joint Automatic Speech Recognition And Structure Learning For Better Speech UnderstandingCode0
Building Foundations for Natural Language Processing of Historical Turkish: Resources and Models—0
Improving Dialectal Slot and Intent Detection with Auxiliary Tasks: A Multi-Dialectal Bavarian Case StudyCode0
BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context—0
Prune or Retrain: Optimizing the Vocabulary of Multilingual Models for Estonian—0
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