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Named Entity Recognition

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TitleStatusHype
Accelerated materials language processing enabled by GPT—0
mCL-NER: Cross-Lingual Named Entity Recognition via Multi-view Contrastive Learning—0
Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity RecognitionCode1
BIOptimus: Pre-training an Optimal Biomedical Language Model with Curriculum Learning for Named Entity RecognitionCode0
Informed Named Entity Recognition Decoding for Generative Language Models—0
Automated Testing and Improvement of Named Entity Recognition Systems—0
Demonstration-based learning for few-shot biomedical named entity recognition under machine reading comprehensionCode0
MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity ExtractionCode0
LASIGE and UNICAGE solution to the NASA LitCoin NLP CompetitionCode0
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity RecognitionCode2
Learning Implicit Entity-object Relations by Bidirectional Generative Alignment for Multimodal NER—0
Athena 2.0: Discourse and User Modeling in Open Domain Dialogue—0
Resume Evaluation through Latent Dirichlet Allocation and Natural Language Processing for Effective Candidate Selection—0
Improving Natural Language Inference in Arabic using Transformer Models and Linguistically Informed Pre-TrainingCode0
Embedding Models for Supervised Automatic Extraction and Classification of Named Entities in Scientific AcknowledgementsCode0
Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation ExtractionCode2
A Zero-shot and Few-shot Study of Instruction-Finetuned Large Language Models Applied to Clinical and Biomedical Tasks—0
UMLS-KGI-BERT: Data-Centric Knowledge Integration in Transformers for Biomedical Entity Recognition—0
Mutual Reinforcement Effects in Japanese Sentence Classification and Named Entity Recognition Tasks—0
Cross-Lingual NER for Financial Transaction Data in Low-Resource Languages—0
Named entity recognition using GPT for identifying comparable companies—0
RoPDA: Robust Prompt-based Data Augmentation for Low-Resource Named Entity Recognition—0
Enhancing Cross-lingual Transfer via Phonemic Transcription IntegrationCode0
Named Entity Inclusion in Abstractive Text Summarization—0
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition SystemsCode0
CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph ConstructionCode0
Effective Matching of Patients to Clinical Trials using Entity Extraction and Neural Re-ranking—0
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical DomainCode1
Biomedical Language Models are Robust to Sub-optimal TokenizationCode0
DeepTagger: Knowledge Enhanced Named Entity Recognition for Web-Based Ads Queries—0
Information Extraction in Domain and Generic Documents: Findings from Heuristic-based and Data-driven Approaches—0
Integrating Large Pre-trained Models into Multimodal Named Entity Recognition with Evidential Fusion—0
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity RecognitionCode0
Streamlining Social Media Information Retrieval for COVID-19 Research with Deep LearningCode0
DMNER: Biomedical Entity Recognition by Detection and MatchingCode0
CamemBERT-bio: Leveraging Continual Pre-training for Cost-Effective Models on French Biomedical Data—0
Using Large Language Models to Provide Explanatory Feedback to Human Tutors—0
Transfer Learning across Several Centuries: Machine and Historian Integrated Method to Decipher Royal Secretary's Diary—0
Enriching the NArabizi Treebank: A Multifaceted Approach to Supporting an Under-Resourced Language—0
Chain-of-Thought Prompt Distillation for Multimodal Named Entity Recognition and Multimodal Relation Extraction—0
Identifying and Extracting Rare Disease Phenotypes with Large Language ModelsCode0
Named entity recognition in resumes—0
Natural Language Processing in Electronic Health Records in Relation to Healthcare Decision-making: A Systematic Review—0
Pushing the Limits of ChatGPT on NLP Tasks—0
Building a Corpus for Biomedical Relation Extraction of Species Mentions—0
Improving Code-Switching and Named Entity Recognition in ASR with Speech Editing based Data Augmentation—0
Research on Named Entity Recognition in Improved transformer with R-Drop structure—0
MOFI: Learning Image Representations from Noisy Entity Annotated ImagesCode1
RoBERTweet: A BERT Language Model for Romanian Tweets—0
Enhancing Low Resource NER Using Assisting Language And Transfer Learning—0
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