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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
German's Next Language ModelCode1
Chinese NER Using Lattice LSTMCode1
Developing a Named Entity Recognition Dataset for TagalogCode1
Deep Span Representations for Named Entity RecognitionCode1
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NERCode1
Deeper Task-Specificity Improves Joint Entity and Relation ExtractionCode1
Actionable Entities Recognition Benchmark for Interactive FictionCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity RecognitionCode1
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4Code1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition DatasetCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
CMNER: A Chinese Multimodal NER Dataset based on Social MediaCode1
Data Augmentation for Cross-Domain Named Entity RecognitionCode1
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
Computer Science Named Entity Recognition in the Open Research Knowledge GraphCode1
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity RecognitionCode1
Computationally Efficient NER Taggers with Combined Embeddings and Constrained DecodingCode1
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
CrossNER: Evaluating Cross-Domain Named Entity RecognitionCode1
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention DetectionCode1
CyNER: A Python Library for Cybersecurity Named Entity RecognitionCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
Beheshti-NER: Persian Named Entity Recognition Using BERTCode1
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity RecognitionCode1
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African LanguagesCode1
DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documentsCode1
Can images help recognize entities? A study of the role of images for Multimodal NERCode1
Deep Active Learning for Named Entity RecognitionCode1
A Neural Span-Based Continual Named Entity Recognition ModelCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation QueriesCode1
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionCode1
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLPCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-TrainingCode1
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media AnalysisCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
Automatic extraction of materials and properties from superconductors scientific literatureCode1
A Unified Generative Framework for Various NER SubtasksCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
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