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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 251–300 of 1729 papers

TitleStatusHype
FGN: Fusion Glyph Network for Chinese Named Entity RecognitionCode1
Rethinking Generalization of Neural Models: A Named Entity Recognition Case StudyCode1
LTP: A New Active Learning Strategy for CRF-Based Named Entity RecognitionCode1
Computationally Efficient NER Taggers with Combined Embeddings and Constrained DecodingCode1
Hierarchically-Refined Label Attention Network for Sequence LabelingCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Chinese NER Using Lattice LSTMCode1
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature TextCode1
Deep Active Learning for Named Entity RecognitionCode1
Fast and Accurate Entity Recognition with Iterated Dilated ConvolutionsCode1
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention DetectionCode1
Flippi: End To End GenAI Assistant for E-Commerce—0
Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language ModelsCode0
Improving Named Entity Transcription with Contextual LLM-based Revision—0
Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering—0
Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering—0
EL4NER: Ensemble Learning for Named Entity Recognition via Multiple Small-Parameter Large Language Models—0
Named Entity Recognition in Historical Italian: The Case of Giacomo Leopardi's ZibaldoneCode0
RetrieveAll: A Multilingual Named Entity Recognition Framework with Large Language Models—0
FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM)—0
Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages?—0
Towards DS-NER: Unveiling and Addressing Latent Noise in Distant AnnotationsCode0
Automated Detection of Clinical Entities in Lung and Breast Cancer Reports Using NLP Techniques—0
LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs—0
A Comparative Analysis of Static Word Embeddings for HungarianCode0
Development of a WAZOBIA-Named Entity Recognition System—0
Symbol-based entity marker highlighting for enhanced text mining in materials science with generative AI—0
Logits-Constrained Framework with RoBERTa for Ancient Chinese NER—0
Positional Attention for Efficient BERT-Based Named Entity Recognition—0
Zero-Shot Document-Level Biomedical Relation Extraction via Scenario-based Prompt Design in Two-Stage with LLM—0
VTS-LLM: Domain-Adaptive LLM Agent for Enhancing Awareness in Vessel Traffic Services through Natural LanguageCode0
Natural Language Processing tools for Pharmaceutical Manufacturing Information Extraction from PatentsCode0
Methods for Recognizing Nested TermsCode0
LLMs as Data Annotators: How Close Are We to Human Performance—0
EIoU-EMC: A Novel Loss for Domain-specific Nested Entity Recognition—0
Knowledge Acquisition on Mass-shooting Events via LLMs for AI-Driven Justice—0
Keyword Extraction, and Aspect Classification in Sinhala, English, and Code-Mixed Content—0
Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP—0
Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation—0
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition—0
myNER: Contextualized Burmese Named Entity Recognition with Bidirectional LSTM and fastText Embeddings via Joint Training with POS TaggingCode0
Unmasking the Reality of PII Masking Models: Performance Gaps and the Call for Accountability—0
Scraping the Shadows: Deep Learning Breakthroughs in Dark Web Intelligence—0
Transformer-Based Named Entity Recognition for Automated Server ProvisioningCode0
Student-Powered Digital Scholarship CoLab Project in the HKUST Library: Develop a Chinese Named-Entity Recognition (NER) Tool within One Semester from the Ground UpCode0
Opioid Named Entity Recognition (ONER-2025) from Reddit—0
TRIDIS: A Comprehensive Medieval and Early Modern Corpus for HTR and NER—0
A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950—0
Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP—0
KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition—0
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