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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 51–100 of 1729 papers

TitleStatusHype
Beheshti-NER: Persian Named Entity Recognition Using BERTCode1
DWIE: an entity-centric dataset for multi-task document-level information extractionCode1
A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature TextCode1
EasyNER: A Customizable Easy-to-Use Pipeline for Deep Learning- and Dictionary-based Named Entity Recognition from Medical TextCode1
Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERTCode1
End-to-end Named Entity Recognition from English SpeechCode1
ConNER: Consistency Training for Cross-lingual Named Entity RecognitionCode1
FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input RepresentationsCode1
Enhanced Language Representation with Label Knowledge for Span ExtractionCode1
Enhancing Entity Boundary Detection for Better Chinese Named Entity RecognitionCode1
Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language ModelsCode1
Example-Based Named Entity RecognitionCode1
Data Augmentation for Cross-Domain Named Entity RecognitionCode1
Discontinuous Named Entity Recognition as Maximal Clique DiscoveryCode1
An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and NormalizationCode1
A Label-Aware Autoregressive Framework for Cross-Domain NERCode1
CMNER: A Chinese Multimodal NER Dataset based on Social MediaCode1
An Effective Transition-based Model for Discontinuous NERCode1
Chinese NER Using Lattice LSTMCode1
An Embarrassingly Easy but Strong Baseline for Nested Named Entity RecognitionCode1
CHisIEC: An Information Extraction Corpus for Ancient Chinese HistoryCode1
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition DatasetCode1
AISHELL-NER: Named Entity Recognition from Chinese SpeechCode1
An Effective System for Multi-format Information ExtractionCode1
Coarse-to-Fine Pre-training for Named Entity RecognitionCode1
A Human Subject Study of Named Entity Recognition (NER) in Conversational Music Recommendation QueriesCode1
A Large-Scale Chinese Multimodal NER Dataset with Speech CluesCode1
ALBETO and DistilBETO: Lightweight Spanish Language ModelsCode1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
A Neural Span-Based Continual Named Entity Recognition ModelCode1
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer NetworksCode1
Computationally Efficient NER Taggers with Combined Embeddings and Constrained DecodingCode1
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity RecognitionCode1
Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media AnalysisCode1
CrossNER: Evaluating Cross-Domain Named Entity RecognitionCode1
Application of Deep Learning in Generating Structured Radiology Reports: A Transformer-Based TechniqueCode1
AraBERT: Transformer-based Model for Arabic Language UnderstandingCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
Boundary Smoothing for Named Entity RecognitionCode1
A Robust and Domain-Adaptive Approach for Low-Resource Named Entity RecognitionCode1
A Span-Based Model for Joint Overlapped and Discontinuous Named Entity RecognitionCode1
Deep Active Learning for Named Entity RecognitionCode1
Deep Span Representations for Named Entity RecognitionCode1
DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4Code1
A Unified Generative Framework for Various NER SubtasksCode1
Better Feature Integration for Named Entity RecognitionCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
A Dataset of German Legal Documents for Named Entity RecognitionCode1
Supplementary Features of BiLSTM for Enhanced Sequence LabelingCode1
Can images help recognize entities? A study of the role of images for Multimodal NERCode1
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