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Named Entity Recognition

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TitleStatusHype
Few-shot classification in Named Entity Recognition TaskCode0
Effective Use of Bidirectional Language Modeling for Transfer Learning in Biomedical Named Entity RecognitionCode0
Exploring the Potential of Machine Translation for Generating Named Entity Datasets: A Case Study between Persian and EnglishCode0
A Corpus for Named Entity Recognition in Chinese Novels with Multi-genresCode0
A Resource-Light Method for Cross-Lingual Semantic Textual SimilarityCode0
Extracting Impact Model Narratives from Social Services' TextCode0
A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and NormalizationCode0
Efficient Dependency-Guided Named Entity RecognitionCode0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug EventsCode0
A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text MiningCode0
Exploring Swedish & English fastText Embeddings for NER with the TransformerCode0
Extraction of Medication and Temporal Relation from Clinical Text using Neural Language ModelsCode0
Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language ProcessingCode0
Exploring Partial Knowledge Base Inference in Biomedical Entity LinkingCode0
Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word SegmentationCode0
Biomedical Language Models are Robust to Sub-optimal TokenizationCode0
A neural network multi-task learning approach to biomedical named entity recognitionCode0
Exploring Segment Representations for Neural Segmentation ModelsCode0
Fine-Grained Named Entities for Corona NewsCode0
Classification of US Supreme Court Cases using BERT-Based TechniquesCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?Code0
Embedding Models for Supervised Automatic Extraction and Classification of Named Entities in Scientific AcknowledgementsCode0
Embeddings of Label Components for Sequence Labeling: A Case Study of Fine-grained Named Entity RecognitionCode0
Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient MobilityCode0
Biomedical Named Entity Recognition with Multilingual BERTCode0
Studying and Recommending Information Highlighting in Stack Overflow AnswersCode0
Evolution of ESG-focused DLT Research: An NLP Analysis of the LiteratureCode0
CLaCLab at SocialDisNER: Using Medical Gazetteers for Named-Entity Recognition of Disease Mentions in Spanish TweetsCode0
Evaluating the Utility of Hand-crafted Features in Sequence LabellingCode0
CIAug: Equipping Interpolative Augmentation with Curriculum LearningCode0
ChuLo: Chunk-Level Key Information Representation for Long Document ProcessingCode0
A New Annotation Scheme for the Sejong Part-of-speech Tagged CorpusCode0
Empower Sequence Labeling with Task-Aware Neural Language ModelCode0
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via AdaptersCode0
Evaluation of a Sequence Tagging Tool for Biomedical TextsCode0
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity RecognitionCode0
Probing Pre-trained Auto-regressive Language Models for Named Entity Typing and RecognitionCode0
Chinese Named Entity Recognition Augmented with Lexicon MemoryCode0
ETNLP: a visual-aided systematic approach to select pre-trained embeddings for a downstream taskCode0
Chinese Lexical Analysis with Deep Bi-GRU-CRF NetworkCode0
End-to-end Named Entity Recognition and Relation Extraction using Pre-trained Language ModelsCode0
Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition ModelsCode0
ChiMST: A Chinese Medical Corpus for Word Segmentation and Medical Term RecognitionCode0
ChemNER: Fine-Grained Chemistry Named Entity Recognition with Ontology-Guided Distant SupervisionCode0
E-NER -- An Annotated Named Entity Recognition Corpus of Legal TextCode0
A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMsCode0
Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade DirectoriesCode0
Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts datasetCode0
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