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Named Entity Recognition

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TitleStatusHype
Improving Pseudo Labels with Global-Local Denoising Framework for Cross-lingual Named Entity RecognitionCode1
ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using WikidataCode1
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage PruningCode1
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction TasksCode1
CHisIEC: An Information Extraction Corpus for Ancient Chinese HistoryCode1
ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language ModelsCode1
VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language ModelsCode1
NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated DataCode1
CMNER: A Chinese Multimodal NER Dataset based on Social MediaCode1
A Simple but Effective Approach to Improve Structured Language Model Output for Information ExtractionCode1
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical DomainCode1
LLMs as Bridges: Reformulating Grounded Multimodal Named Entity RecognitionCode1
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity RecognitionCode1
The Radiation Oncology NLP DatabaseCode1
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language ModelsCode1
nerblackbox: A High-level Library for Named Entity Recognition in PythonCode1
Filtered Semi-Markov CRFCode1
nach0: Multimodal Natural and Chemical Languages Foundation ModelCode1
Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical TasksCode1
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and DatasetsCode1
Self-Improving for Zero-Shot Named Entity Recognition with Large Language ModelsCode1
Universal NER: A Gold-Standard Multilingual Named Entity Recognition BenchmarkCode1
Developing a Named Entity Recognition Dataset for TagalogCode1
calamanCy: A Tagalog Natural Language Processing ToolkitCode1
LLMaAA: Making Large Language Models as Active AnnotatorsCode1
Split-NER: Named Entity Recognition via Two Question-Answering-based ClassificationsCode1
CleanCoNLL: A Nearly Noise-Free Named Entity Recognition DatasetCode1
Continual Named Entity Recognition without Catastrophic ForgettingCode1
NERetrieve: Dataset for Next Generation Named Entity Recognition and RetrievalCode1
HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity RecognitionCode1
Enhancing Low-resource Fine-grained Named Entity Recognition by Leveraging Coarse-grained DatasetsCode1
Reading Order Matters: Information Extraction from Visually-rich Documents by Token Path PredictionCode1
Document-Level In-Context Few-Shot Relation Extraction via Pre-Trained Language ModelsCode1
Empirical Study of Zero-Shot NER with ChatGPTCode1
Label Supervised LLaMA FinetuningCode1
Exchanging-based Multimodal Fusion with TransformerCode1
DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical ResearchCode1
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NERCode1
Advancing Hungarian Text Processing with HuSpaCy: Efficient and Accurate NLP PipelinesCode1
Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity RecognitionCode1
How far is Language Model from 100% Few-shot Named Entity Recognition in Medical DomainCode1
MOFI: Learning Image Representations from Noisy Entity Annotated ImagesCode1
Learning Transformer ProgramsCode1
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NERCode1
E-NER: Evidential Deep Learning for Trustworthy Named Entity RecognitionCode1
PromptNER: Prompt Locating and Typing for Named Entity RecognitionCode1
Having Beer after Prayer? Measuring Cultural Bias in Large Language ModelsCode1
DiffusionNER: Boundary Diffusion for Named Entity RecognitionCode1
Prompting ChatGPT in MNER: Enhanced Multimodal Named Entity Recognition with Auxiliary Refined KnowledgeCode1
PromptNER: A Prompting Method for Few-shot Named Entity Recognition via k Nearest Neighbor SearchCode1
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