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Named Entity Recognition

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TitleStatusHype
Adaptation of Biomedical and Clinical Pretrained Models to French Long Documents: A Comparative StudyCode0
DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software EcosystemCode0
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated DataCode1
Re-Examine Distantly Supervised NER: A New Benchmark and a Simple ApproachCode0
LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition—0
Malaysian English News Decoded: A Linguistic Resource for Named Entity and Relation Extraction—0
CMNER: A Chinese Multimodal NER Dataset based on Social MediaCode1
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical DomainCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
Few-shot clinical entity recognition in English, French and Spanish: masked language models outperform generative model prompting—0
HunFlair2 in a cross-corpus evaluation of biomedical named entity recognition and normalization tools—0
C-ICL: Contrastive In-context Learning for Information Extraction—0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
Fine Tuning Named Entity Extraction Models for the Fantasy Domain—0
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
Balancing the Causal Effects in Class-Incremental Learning—0
Leveraging Large Language Models for Enhanced NLP Task Performance through Knowledge Distillation and Optimized Training Strategies—0
Punctuation Restoration Improves Structure Understanding Without SupervisionCode0
FaBERT: Pre-training BERT on Persian Blogs—0
Named Entity Recognition for Address Extraction in Speech-to-Text Transcriptions Using Synthetic Data—0
Efficient Models for the Detection of Hate, Abuse and Profanity—0
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity RecognitionCode1
Graph Neural Network and NER-Based Text Summarization—0
Constrained Decoding for Cross-lingual Label ProjectionCode0
In-Context Learning for Few-Shot Nested Named Entity Recognition—0
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