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Named Entity Recognition

2,041 papers

Papers per year

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Papers

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data EMNLP 2024
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents EMNLP 2024
Zero-Shot Cross-Lingual NER Using Phonemic Representations for Low-Resource Languages EMNLP 2024
Unsupervised Named Entity Disambiguation for Low Resource Domains EMNLP 2024
RaTEScore: A Metric for Radiology Report Generation EMNLP 2024
Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning EMNLP 2024
Embedded Named Entity Recognition using Probing Classifiers EMNLP 2024
NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity Recognition EMNLP 2024
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation? EMNLP 2024
NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information Retrieval EMNLP 2024
A Fast and Sound Tagging Method for Discontinuous Named-Entity Recognition EMNLP 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR EMNLP 2024
GottBERT: a pure German Language Model EMNLP 2024
Predicting Entity Salience in Extremely Short Documents EMNLP 2024
Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model EMNLP 2024
Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech EMNLP 2024
Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition EMNLP 2024
Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding EMNLP 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
A Deep Analysis of the Impact of Multiword Expressions and Named Entities on Chinese-English Machine Translations EMNLP 2024
Beyond Common Words: Enhancing ASR Cross-Lingual Proper Noun Recognition Using Large Language Models EMNLP 2024
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024
ITER: Iterative Transformer-based Entity Recognition and Relation Extraction EMNLP 2024