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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
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant SupervisionCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
A Label-Aware Autoregressive Framework for Cross-Domain NERCode1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
A FOFE-based Local Detection Approach for Named Entity Recognition and Mention DetectionCode1
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity RecognitionCode1
ALBETO and DistilBETO: Lightweight Spanish Language ModelsCode1
Domain specific BERT representation for Named Entity Recognition of lab protocolCode1
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 Named Entity Recognition from English SpeechCode1
E-NER: Evidential Deep Learning for Trustworthy Named Entity RecognitionCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained DatasetsCode1
Example-Based Named Entity RecognitionCode1
Exploring Cross-sentence Contexts for Named Entity Recognition with BERTCode1
A Unified Generative Framework for Various NER SubtasksCode1
Few-Sample Named Entity Recognition for Security Vulnerability Reports by Fine-Tuning Pre-Trained Language ModelsCode1
Few-Shot Named Entity Recognition: A Comprehensive StudyCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
FindVehicle and VehicleFinder: A NER dataset for natural language-based vehicle retrieval and a keyword-based cross-modal vehicle retrieval systemCode1
Actionable Entities Recognition Benchmark for Interactive FictionCode1
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsCode1
GENIUS: Sketch-based Language Model Pre-training via Extreme and Selective Masking for Text Generation and AugmentationCode1
German's Next Language ModelCode1
Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu FrameworkCode1
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity RecognitionCode1
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionCode1
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and DatasetsCode1
Bipartite Flat-Graph Network for Nested Named Entity RecognitionCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
A Sequence-to-Set Network for Nested Named Entity RecognitionCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical DomainCode1
Identifying Incorrect Labels in the CoNLL-2003 CorpusCode1
IITKGP at W-NUT 2020 Shared Task-1: Domain specific BERT representation for Named Entity Recognition of lab protocolCode1
Improving Named Entity Recognition with Attentive Ensemble of Syntactic InformationCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
Beheshti-NER: Persian Named Entity Recognition Using BERTCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
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
Better Feature Integration for Named Entity RecognitionCode1
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