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Named Entity Recognition

1215 directly classified papers

Papers per year

Papers

Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study EMNLP 2020
A Semi-Supervised BERT Approach for Arabic Named Entity Recognition COLING 2020
Modeling Dense Cross-Modal Interactions for Joint Entity-Relation Extraction IJCAI 2020
Leveraging Document-Level Label Consistency for Named Entity Recognition IJCAI 2020
A Label Attention Model for ICD Coding from Clinical Text IJCAI 2020
Contextual Embeddings for Arabic-English Code-Switched Data COLING 2020
Fair Evaluation in Concept Normalization: a Large-scale Comparative Analysis for BERT-based Models COLING 2020
An Analysis of Simple Data Augmentation for Named Entity Recognition COLING 2020
Enhancing Clinical BERT Embedding using a Biomedical Knowledge Base COLING 2020
Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic Representations COLING 2020
KLEJ: Comprehensive Benchmark for Polish Language Understanding ACL 2020
Dice Loss for Data-imbalanced NLP Tasks ACL 2020
Interpretable Multi-dataset Evaluation for Named Entity Recognition EMNLP 2020
Weakly Supervised Sequence Tagging from Noisy Rules AAAI 2020
In Media Res: A Corpus for Evaluating Named Entity Linking with Creative Works EMNLP 2020
Enhancing Aspect Term Extraction with Soft Prototypes EMNLP 2020
Automatic recognition of abdominal lymph nodes from clinical text EMNLP 2020
Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT EMNLP 2020
An Exploration of Arbitrary-Order Sequence Labeling via Energy-Based Inference Networks EMNLP 2020
AmbigQA: Answering Ambiguous Open-domain Questions EMNLP 2020
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020
Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models EMNLP 2020
Named Entity Recognition Only from Word Embeddings EMNLP 2020
ENTYFI: A System for Fine-grained Entity Typing in Fictional Texts EMNLP 2020
Enhance Robustness of Sequence Labelling with Masked Adversarial Training EMNLP 2020