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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 51–75 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
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