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Named Entity Recognition

1355 directly classified papers

Papers per year

Papers

TafsirExtractor: Text Preprocessing Pipeline preparing Classical Arabic Literature for Machine Learning Applications COLING 2024
CLEANANERCorp: Identifying and Correcting Incorrect Labels in the ANERcorp Dataset COLING 2024
Bulgarian ParlaMint 4.0 corpus as a testset for Part-of-speech tagging and Named Entity Recognition COLING 2024
Repurposing Holocaust-Related Digital Scholarly Editions to Develop Multilingual Domain-Specific Named Entity Recognition Tools COLING 2024
MSNER: A Multilingual Speech Dataset for Named Entity Recognition COLING 2024
Introducing NER-UK 2.0: A Rich Corpus of Named Entities for Ukrainian COLING 2024
TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024
UkraiNER: A New Corpus and Annotation Scheme towards Comprehensive Entity Recognition COLING 2024
Know-Adapter: Towards Knowledge-Aware Parameter-Efficient Transfer Learning for Few-shot Named Entity Recognition COLING 2024
TECA: A Two-stage Approach with Controllable Attention Soft Prompt for Few-shot Nested Named Entity Recognition COLING 2024
Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context COLING 2024
Aalamaram: A Large-Scale Linguistically Annotated Treebank for the Tamil Language COLING 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER NAACL 2024
Enriching a Time-Domain Astrophysics Corpus with Named Entity, Coreference and Astrophysical Relationship Annotations COLING 2024
DiaSet: An Annotated Dataset of Arabic Conversations COLING 2024
Exploring the Potential of Large Language Models (LLMs) for Low-resource Languages: A Study on Named-Entity Recognition (NER) and Part-Of-Speech (POS) Tagging for Nepali Language COLING 2024
Deep Learning Based Named Entity Recognition Models for Recipes COLING 2024
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data EMNLP 2024
Depth-Wise Attention (DWAtt): A Layer Fusion Method for Data-Efficient Classification COLING 2024
Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph COLING 2024
Cross-Lingual Transfer Robustness to Lower-Resource Languages on Adversarial Datasets COLING 2024
Dataset of Quotation Attribution in German News Articles COLING 2024
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English COLING 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024
Constructing Indonesian-English Travelogue Dataset COLING 2024