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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 51–100 of 1729 papers

TitleStatusHype
HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity RecognitionCode1
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained DatasetsCode1
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path PredictionCode1
Empirical Study of Zero-Shot NER with ChatGPTCode1
Label Supervised LLaMA FinetuningCode1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical DomainCode1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
E-NER: Evidential Deep Learning for Trustworthy Named Entity RecognitionCode1
PromptNER: Prompt Locating and Typing for Named Entity RecognitionCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor SearchCode1
Learning In-context Learning for Named Entity RecognitionCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
EasyNER: A Customizable Easy-to-Use Pipeline for Deep Learning- and Dictionary-based Named Entity Recognition from Medical TextCode1
Improving Large Language Models for Clinical Named Entity Recognition via Prompt EngineeringCode1
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4Code1
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation QueriesCode1
A Neural Span-Based Continual Named Entity Recognition ModelCode1
FiNER-ORD: Financial Named Entity Recognition Open Research DatasetCode1
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity RecognitionCode1
Type-Aware Decomposed Framework for Few-Shot Named Entity RecognitionCode1
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask LearningCode1
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu FrameworkCode1
Frustratingly Easy Label Projection for Cross-lingual TransferCode1
PUnifiedNER: A Prompting-based Unified NER System for Diverse DatasetsCode1
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and AugmentationCode1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
Prompt-Based Metric Learning for Few-Shot NERCode1
Named Entity Recognition in Indian court judgmentsCode1
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African LanguagesCode1
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained TagsCode1
Automatic extraction of materials and properties from superconductors scientific literatureCode1
End-to-End Entity Detection with Proposer and RegressorCode1
Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social MediaCode1
Incorporating Context into Subword VocabulariesCode1
Deep Span Representations for Named Entity RecognitionCode1
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionCode1
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity RecognitionCode1
METS-CoV: A Dataset of Medical Entity and Targeted Sentiment on COVID-19 Related TweetsCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NERCode1
KoCHET: a Korean Cultural Heritage corpus for Entity-related TasksCode1
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive LearningCode1
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLPCode1
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