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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 201–250 of 1729 papers

TitleStatusHype
MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NERCode1
Meta-Learning Triplet Network with Adaptive Margins for Few-Shot Named Entity RecognitionCode1
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity RecognitionCode1
Bipartite Flat-Graph Network for Nested Named Entity RecognitionCode1
MobIE: A German Dataset for Named Entity Recognition, Entity Linking and Relation Extraction in the Mobility DomainCode1
Multi-Granularity Cross-Modality Representation Learning for Named Entity Recognition on Social MediaCode1
From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot ContextsCode1
Named Entity Recognition and Relation Extraction using Enhanced Table Filling by Contextualized RepresentationsCode1
Named Entity Recognition as Dependency ParsingCode1
Named Entity Recognition for Entity Linking: What Works and What’s NextCode1
A Named Entity Based Approach to Model RecipesCode1
BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant SupervisionCode1
Named Entity Recognition without Labelled Data: A Weak Supervision ApproachCode1
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled DataCode1
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature TextCode1
Nested Named Entity Recognition with Partially-Observed TreeCRFsCode1
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity RecognitionCode1
NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction TechniquesCode1
Object-aware Multimodal Named Entity Recognition in Social Media Posts with Adversarial LearningCode1
On-the-fly Definition Augmentation of LLMs for Biomedical NERCode1
A Unified Generative Framework for Various NER SubtasksCode1
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage PruningCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
Parameter Space Factorization for Zero-Shot Learning across Tasks and LanguagesCode1
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsingCode1
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language ModelsCode1
Prompt-Based Metric Learning for Few-Shot NERCode1
PromptNER: Prompt Locating and Typing for Named Entity RecognitionCode1
Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity RecognitionCode1
Automatic extraction of materials and properties from superconductors scientific literatureCode1
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path PredictionCode1
CHisIEC: An Information Extraction Corpus for Ancient Chinese HistoryCode1
Retrieval Augmented Instruction Tuning for Open NER with Large Language ModelsCode1
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input RepresentationsCode1
RuNNE-2022 Shared Task: Recognizing Nested Named EntitiesCode1
An Effective System for Multi-format Information ExtractionCode1
Seeing Motion at Nighttime with an Event CameraCode1
An Effective Transition-based Model for Discontinuous NERCode1
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NERCode1
Sources of Transfer in Multilingual Named Entity RecognitionCode1
SpanNER: Named Entity Re-/Recognition as Span PredictionCode1
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
Beheshti-NER: Persian Named Entity Recognition Using BERTCode1
TASTEset -- Recipe Dataset and Food Entities Recognition BenchmarkCode1
Code and Named Entity Recognition in StackOverflowCode1
calamanCy: A Tagalog Natural Language Processing ToolkitCode1
Enhanced Language Representation with Label Knowledge for Span ExtractionCode1
TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained TagsCode1
KoCHET: a Korean Cultural Heritage corpus for Entity-related TasksCode1
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