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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 101–150 of 1729 papers

TitleStatusHype
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity RecognitionCode1
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant SupervisionCode1
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
A Named Entity Based Approach to Model RecipesCode1
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and AugmentationCode1
Can images help recognize entities? A study of the role of images for Multimodal NERCode1
GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity RecognitionCode1
BNLP: Natural language processing toolkit for Bengali languageCode1
GNNer: Reducing Overlapping in Span-based NER Using Graph Neural NetworksCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
Hero-Gang Neural Model For Named Entity RecognitionCode1
Hierarchically-Refined Label Attention Network for Sequence LabelingCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
HuSpaCy: an industrial-strength Hungarian natural language processing toolkitCode1
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input RepresentationsCode1
An Effective System for Multi-format Information ExtractionCode1
An Effective Transition-based Model for Discontinuous NERCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
Improving Neural Named Entity Recognition with GazetteersCode1
Incorporating Context into Subword VocabulariesCode1
Information Extraction of Clinical Trial Eligibility CriteriaCode1
Joint Entity and Relation Extraction with Span Pruning and Hypergraph Neural NetworksCode1
KIND: an Italian Multi-Domain Dataset for Named Entity RecognitionCode1
Better Feature Integration for Named Entity RecognitionCode1
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention DetectionCode1
BERTifying the Hidden Markov Model for Multi-Source Weakly Supervised Named Entity RecognitionCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
A Unified Generative Framework for Various NER SubtasksCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African LanguagesCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Automatic extraction of materials and properties from superconductors scientific literatureCode1
Bipartite Flat-Graph Network for Nested Named Entity RecognitionCode1
A Neural Span-Based Continual Named Entity Recognition ModelCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
Boundary Smoothing for Named Entity RecognitionCode1
calamanCy: A Tagalog Natural Language Processing ToolkitCode1
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation QueriesCode1
Chinese NER Using Lattice LSTMCode1
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLPCode1
Coarse-to-Fine Pre-training for Named Entity RecognitionCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media AnalysisCode1
AISHELL-NER: Named Entity Recognition from Chinese SpeechCode1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
COVID-19 Named Entity Recognition for VietnameseCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
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