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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 851–900 of 1729 papers

TitleStatusHype
Are We NER Yet? Measuring the Impact of ASR Errors on Named Entity Recognition in Spontaneous Conversation Transcripts—0
SegMix: A Simple Structure-Aware Data Augmentation Method—0
CLGP: Multi-Feature Embedding based Cross-Attention for Chinese NER—0
AutoTriggER: Named Entity Recognition with Auxiliary Trigger Extraction—0
Clause Attention based on Signal Words Division—0
Cross-domain Named Entity Recognition via Graph Matching—0
Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition—0
Simple yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition—0
Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data—0
DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning—0
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition—0
Chinese Word Attention based on Valid Division of Sentence—0
Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning—0
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER—0
Rethinking Negative Sampling for Handling Missing Entity Annotations—0
TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts—0
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis—0
Zero-Shot Learning in Named-Entity Recognition with External KnowledgeCode1
Focusing on Potential Named Entities During Active Label AcquisitionCode1
A PubMedBERT-based Classifier with Data Augmentation Strategy for Detecting Medication Mentions in Tweets—0
Improved Named Entity Recognition for Noisy Call Center Transcripts—0
DreamDrug - A crowdsourced NER dataset for detecting drugs in darknet markets—0
Analysis of Zero-Shot Crosslingual Learning between English and Korean for Named Entity RecognitionCode0
CroAno : A Crowd Annotation Platform for Improving Label Consistency of Chinese NER Dataset—0
Few-Shot Named Entity Recognition: An Empirical Baseline Study—0
PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition—0
Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition—0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
TEBNER: Domain Specific Named Entity Recognition with Type Expanded Boundary-aware Network—0
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 Transfer—0
Language Clustering for Multilingual Named Entity Recognition—0
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 Method—0
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 results—0
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 Models—0
Learning Rich Representation of Keyphrases from Text—0
A Pharmacovigilance Application of Social Media Mining: An Ensemble Approach for Automated Classification and Extraction of Drug Mentions in Tweets—0
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NERCode1
Named Entity Recognition in Unstructured Medical Text Documents—0
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 models—0
Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage—0
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