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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 151–200 of 1729 papers

TitleStatusHype
BNLP: Natural language processing toolkit for Bengali languageCode1
Developing a Named Entity Recognition Dataset for TagalogCode1
A Label-Aware Autoregressive Framework for Cross-Domain NERCode1
Discontinuous Named Entity Recognition as Maximal Clique DiscoveryCode1
A Large-Scale Chinese Multimodal NER Dataset with Speech CluesCode1
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled LearningCode1
ALBETO and DistilBETO: Lightweight Spanish Language ModelsCode1
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention DetectionCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
End-to-End Entity Detection with Proposer and RegressorCode1
End-to-end Named Entity Recognition from English SpeechCode1
Enhanced Language Representation with Label Knowledge for Span ExtractionCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsCode1
Example-Based Named Entity RecognitionCode1
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant SupervisionCode1
fastHan: A BERT-based Multi-Task Toolkit for Chinese NLPCode1
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical TextsCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
FILTER: An Enhanced Fusion Method for Cross-lingual Language UnderstandingCode1
Filtered Semi-Markov CRFCode1
FiNER-ORD: Financial Named Entity Recognition Open Research DatasetCode1
calamanCy: A Tagalog Natural Language Processing ToolkitCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
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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