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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors NAACL 2021
Word Embeddings, Cosine Similarity and Deep Learning for Identification of Professions & Occupations in Health-related Social Media NAACL 2021
Identification of profession & occupation in Health-related Social Media using tweets in Spanish NAACL 2021
Lasige-BioTM at ProfNER: BiLSTM-CRF and contextual Spanish embeddings for Named Entity Recognition and Tweet Binary Classification NAACL 2021
UoB at ProfNER 2021: Data Augmentation for Classification Using Machine Translation NAACL 2021
PAII-NLP at SMM4H 2021: Joint Extraction and Normalization of Adverse Drug Effect Mentions in Tweets NAACL 2021
Assessing multiple word embeddings for named entity recognition of professions and occupations in health-related social media NAACL 2021
Identifying professions & occupations in Health-related Social Media using Natural Language Processing NAACL 2021
Mitigating Temporal-Drift: A Simple Approach to Keep NER Models Crisp NAACL 2021
Fine-grained General Entity Typing in German using GermaNet NAACL 2021
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
Understanding Model Robustness to User-generated Noisy Texts EMNLP 2021
Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers IJCNLP 2021
Preserving Cross-Linguality of Pre-trained Models via Continual Learning ACL 2021
YNU-HPCC at SemEval-2021 Task 10: Using a Transformer-based Source-Free Domain Adaptation Model for Semantic Processing ACL 2021
MedAI at SemEval-2021 Task 10: Negation-aware Pre-training for Source-free Negation Detection Domain Adaptation ACL 2021
SINAI at SemEval-2021 Task 5: Combining Embeddings in a BiLSTM-CRF model for Toxic Spans Detection ACL 2021
HLE-UPC at SemEval-2021 Task 5: Multi-Depth DistilBERT for Toxic Spans Detection ACL 2021
Enhancing Aspect Extraction for Hindi ACL 2021
Attribute Value Generation from Product Title using Language Models ACL 2021
skweak: Weak Supervision Made Easy for NLP ACL 2021
TexSmart: A System for Enhanced Natural Language Understanding ACL 2021
Improving Model Generalization: A Chinese Named Entity Recognition Case Study ACL 2021
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ACL 2021
Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition ACL 2021