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Named Entity Recognition

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TitleStatusHype
Extracting Biomedical Entities from Noisy Audio Transcripts—0
ELLEN: Extremely Lightly Supervised Learning For Efficient Named Entity RecognitionCode0
Task-Agnostic Detector for Insertion-Based Backdoor Attacks—0
Few-shot Named Entity Recognition via Superposition Concept DiscriminationCode0
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition—0
MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training—0
CO-Fun: A German Dataset on Company Outsourcing in Fund Prospectuses for Named Entity Recognition and Relation Extraction—0
CHisIEC: An Information Extraction Corpus for Ancient Chinese HistoryCode1
Large-Scale Label Interpretation Learning for Few-Shot Named Entity Recognition—0
Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal DataCode0
Evaluating Named Entity Recognition: A comparative analysis of mono- and multilingual transformer models on a novel Brazilian corporate earnings call transcripts datasetCode0
Embedded Named Entity Recognition using Probing ClassifiersCode0
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language ModelsCode1
TBI Image/Text (TBI-IT): Comprehensive Text and Image Datasets for Traumatic Brain Injury Research—0
Distilling Named Entity Recognition Models for Endangered Species from Large Language Models—0
Evolving Knowledge Distillation with Large Language Models and Active Learning—0
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages—0
Wiki-TabNER: Integrating Named Entity Recognition into Wikipedia TablesCode0
Advancing Chinese biomedical text mining with community challenges—0
Decomposed Meta-Learning for Few-Shot Sequence LabelingCode0
VNLP: Turkish NLP PackageCode2
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language ModelsCode1
DANSK and DaCy 2.6.0: Domain Generalization of Danish Named Entity Recognition—0
Deep Learning Based Named Entity Recognition Models for Recipes—0
Rethinking Negative Instances for Generative Named Entity RecognitionCode2
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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