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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

BIT@UA at #SMM4H 2024 Tasks 1 and 5: finding adverse drug events and children’s medical disorders in English tweets ACL 2024
Repurposing Holocaust-Related Digital Scholarly Editions to Develop Multilingual Domain-Specific Named Entity Recognition Tools COLING 2024
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset COLING 2024
UkraiNER: A New Corpus and Annotation Scheme towards Comprehensive Entity Recognition COLING 2024
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024
Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context COLING 2024
PPTSER: A Plug-and-Play Tag-guided Method for Few-shot Semantic Entity Recognition on Visually-rich Documents ACL 2024
TafsirExtractor: Text Preprocessing Pipeline preparing Classical Arabic Literature for Machine Learning Applications COLING 2024
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024
PrOnto: Language Model Evaluations for 859 Languages COLING 2024
Estimating Agreement by Chance for Sequence Annotation ACL 2024
Improving Chinese Named Entity Recognition with Multi-grained Words and Part-of-Speech Tags via Joint Modeling COLING 2024
Boosting Textural NER with Synthetic Image and Instructive Alignment ACL 2024
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data COLING 2024
Predicting Entity Salience in Extremely Short Documents EMNLP 2024
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity Recognition IJCAI 2024
Pushing the Limits of Low-Resource NER Using LLM Artificial Data Generation ACL 2024
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction COLING 2024
TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition COLING 2024
Bulgarian ParlaMint 4.0 corpus as a testset for Part-of-speech tagging and Named Entity Recognition COLING 2024
ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024
A Dataset for Named Entity Recognition and Entity Linking in Chinese Historical Newspapers COLING 2024
Addax at WojoodNER 2024: Attention-Based Dual-Channel Neural Network for Arabic Named Entity Recognition ACL 2024
Deep Learning Based Named Entity Recognition Models for Recipes COLING 2024
Decompose, Prioritize, and Eliminate: Dynamically Integrating Diverse Representations for Multimodal Named Entity Recognition COLING 2024