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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 176–200 of 1729 papers

TitleStatusHype
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and AugmentationCode1
GERNERMED -- An Open German Medical NER ModelCode1
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity RecognitionCode1
GNNer: Reducing Overlapping in Span-based NER Using Graph Neural NetworksCode1
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionCode1
Better Feature Integration for Named Entity RecognitionCode1
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu FrameworkCode1
Hero-Gang Neural Model For Named Entity RecognitionCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
HiNER: A Large Hindi Named Entity Recognition DatasetCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
Identifying Incorrect Labels in the CoNLL-2003 CorpusCode1
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising LearningCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
Beheshti-NER: Persian Named Entity Recognition Using BERTCode1
Interpretable Multi-dataset Evaluation for Named Entity RecognitionCode1
KIND: an Italian Multi-Domain Dataset for Named Entity RecognitionCode1
KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and KirundiCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
KoCHET: a Korean Cultural Heritage corpus for Entity-related TasksCode1
A Dataset of German Legal Documents for Named Entity RecognitionCode1
Label-Guided In-Context Learning for Named Entity RecognitionCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
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