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Named Entity Recognition

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TitleStatusHype
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models—0
CRENER: A Character Relation Enhanced Chinese NER Model—0
Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training DataCode1
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain—0
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages—0
AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology—0
Accurate Medical Named Entity Recognition Through Specialized NLP Models—0
Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy—0
GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern GreekCode2
Annotations for Exploring Food Tweets From Multiple AspectsCode0
Shifting NER into High Gear: The Auto-AdvER Approach—0
The Use of Artificial Intelligence in Military Intelligence: An Experimental Investigation of Added Value in the Analysis Process—0
A Rule-Based Methodology for Company Identification: Application to the Downstream Space Sector—0
A Multi-way Parallel Named Entity Annotated Corpus for English, Tamil and SinhalaCode0
GerPS-Compare: Comparing NER methods for legal norm analysis—0
BANER: Boundary-Aware LLMs for Few-Shot Named Entity RecognitionCode0
Evaluating Automated Radiology Report Quality through Fine-Grained Phrasal Grounding of Clinical Findings—0
Few-Shot Domain Adaptation for Named-Entity Recognition via Joint Constrained k-Means and Subspace SelectionCode0
Extracting Information in a Low-resource Setting: Case Study on Bioinformatics Workflows—0
Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts—0
RITA: Automatic Framework for Designing of Resilient IoT ApplicationsCode0
RAMIE: Retrieval-Augmented Multi-task Information Extraction with Large Language Models on Dietary Supplements—0
An Experimental Study on Data Augmentation Techniques for Named Entity Recognition on Low-Resource Domains—0
Federated Incremental Named Entity RecognitionCode0
LLM-IE: A Python Package for Generative Information Extraction with Large Language Models—0
CNMBERT: A Model for Converting Hanyu Pinyin Abbreviations to Chinese CharactersCode2
Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models?Code0
HistoLens: An LLM-Powered Framework for Multi-Layered Analysis of Historical Texts -- A Case Application of Yantie Lun—0
A Preview of XiYan-SQL: A Multi-Generator Ensemble Framework for Text-to-SQLCode4
ITER: Iterative Transformer-based Entity Recognition and Relation ExtractionCode1
A Brief History of Named Entity Recognition—0
When Does Classical Chinese Help? Quantifying Cross-Lingual Transfer in Hanja and KanbunCode0
Exploring the Benefits of Domain-Pretraining of Generative Large Language Models for Chemistry—0
TriG-NER: Triplet-Grid Framework for Discontinuous Named Entity RecognitionCode0
SinaTools: Open Source Toolkit for Arabic Natural Language Processing—0
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model—0
ReverseNER: A Self-Generated Example-Driven Framework for Zero-Shot Named Entity Recognition with Large Language Models—0
Content Aware Analysis of Scholarly Networks: A Case Study on CORD19 DatasetCode0
GraphAide: Advanced Graph-Assisted Query and Reasoning System—0
WikiNER-fr-gold: A Gold-Standard NER Corpus—0
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval—0
Combining Domain-Specific Models and LLMs for Automated Disease Phenotyping from Survey Data—0
uOttawa at LegalLens-2024: Transformer-based Classification ExperimentsCode0
A Survey of Large Language Models for Arabic Language and its Dialects—0
Natural Language Processing for the Legal Domain: A Survey of Tasks, Datasets, Models, and Challenges—0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
Artificial Intelligence in Brazilian News: A Mixed-Methods Analysis—0
Computational Approaches to Arabic-English Code-Switching—0
Retrieval-Enhanced Named Entity Recognition—0
Comparative Analysis of Extrinsic Factors for NER in French—0
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