← Applications
Natural Language Processing › Applications ›

Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024
Learning to Extract Structured Entities Using Language Models EMNLP 2024
NeuroTrialNER: An Annotated Corpus for Neurological Diseases and Therapies in Clinical Trial Registries EMNLP 2024
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024
Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024
Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization EACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting EMNLP 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision EMNLP 2023
Re-weighting Tokens: A Simple and Effective Active Learning Strategy for Named Entity Recognition EMNLP 2023
Ultra-Fine Entity Typing with Prior Knowledge about Labels: A Simple Clustering Based Strategy EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
IXA at SemEval-2023 Task 2: Baseline Xlm-Roberta-base Approach SEMEVAL 2023
CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition EMNLP 2023
Ginn-Khamov at SemEval-2023 Task 6, Subtask B: Legal Named Entities Extraction for Heterogenous Documents SEMEVAL 2023
Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval EMNLP 2023
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets EMNLP 2023
ESPVR: Entity Spans Position Visual Regions for Multimodal Named Entity Recognition EMNLP 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023
NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset EMNLP 2023
RGAT at SemEval-2023 Task 2: Named Entity Recognition Using Graph Attention Network SEMEVAL 2023
Towards Safer Operations: An Expert-involved Dataset of High-Pressure Gas Incidents for Preventing Future Failures EMNLP 2023
FII_Better at SemEval-2023 Task 2: MultiCoNER II Multilingual Complex Named Entity Recognition SEMEVAL 2023