SOTAVerified

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

Showing 876900 of 1729 papers

TitleStatusHype
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition0
Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network0
Fine-grained Entity Typing without Knowledge BaseCode0
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NERCode1
MAD-G: Multilingual Adapter Generation for Efficient Cross-Lingual Transfer0
Language Clustering for Multilingual Named Entity Recognition0
Named Entity Recognition for Entity Linking: What Works and What’s NextCode1
Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method0
Enhanced Language Representation with Label Knowledge for Span ExtractionCode1
Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-SwitchingCode0
Deep Learning Transformer Architecture for Named Entity Recognition on Low Resourced Languages: State of the art results0
Towards Realistic Single-Task Continuous Learning Research for NERCode0
Improved Multilingual Language Model Pretraining for Social Media Text via Translation Pair PredictionCode0
Benchmarking Biomedical Nested NER and Relation Extraction Models0
Learning Rich Representation of Keyphrases from Text0
A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets0
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NERCode1
Named Entity Recognition in Unstructured Medical Text Documents0
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity RecognitionCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
Improving Distantly-Supervised Named Entity Recognition with Self-Collaborative Denoising LearningCode1
Noisy Text Data: Achilles' Heel of popular transformer based NLP models0
Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage0
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