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Named Entity Recognition

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TitleStatusHype
Developing a Reliable, Fast, General-Purpose Hallucination Detection and Mitigation Service—0
Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval—0
MMM: Multilingual Mutual Reinforcement Effect Mix Datasets & Test with Open-domain Information Extraction Large Language Models—0
WojoodNER 2024: The Second Arabic Named Entity Recognition Shared Task—0
FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific ScenariosCode0
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASRCode0
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework—0
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks—0
Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?Code0
Bridging the Gap: Transfer Learning from English PLMs to Malaysian English—0
Show Less, Instruct More: Enriching Prompts with Definitions and Guidelines for Zero-Shot NER—0
Adapting Multilingual LLMs to Low-Resource Languages with Knowledge Graphs via AdaptersCode0
Large Language Models Struggle in Token-Level Clinical Named Entity RecognitionCode0
eFontes. Part of Speech Tagging and Lemmatization of Medieval Latin Texts.A Cross-Genre Survey—0
BioMNER: A Dataset for Biomedical Method Entity Recognition—0
Annotation Errors and NER: A Study with OntoNotes 5.0—0
TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers—0
Improving Entity Recognition Using Ensembles of Deep Learning and Fine-tuned Large Language Models: A Case Study on Adverse Event Extraction from Multiple Sources—0
Transformer-based Named Entity Recognition with Combined Data Representation—0
Mapping the Past: Geographically Linking an Early 20th Century Swedish Encyclopedia with WikidataCode0
Medical Spoken Named Entity Recognition—0
In-Context Learning on a Budget: A Case Study in Token Classification—0
Composited-Nested-Learning with Data Augmentation for Nested Named Entity Recognition—0
Augmenting Biomedical Named Entity Recognition with General-domain ResourcesCode0
GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks—0
Improving Autoregressive Training with Dynamic Oracles—0
Curating Grounded Synthetic Data with Global Perspectives for Equitable AI—0
Fighting Against the Repetitive Training and Sample Dependency Problem in Few-shot Named Entity Recognition—0
DeviceBERT: Applied Transfer Learning With Targeted Annotations and Vocabulary Enrichment to Identify Medical Device and Component Terminology in FDA Recall Summaries—0
llmNER: (Zero|Few)-Shot Named Entity Recognition, Exploiting the Power of Large Language Models—0
Assessing the Performance of Chinese Open Source Large Language Models in Information Extraction Tasks—0
Synergizing Unsupervised and Supervised Learning: A Hybrid Approach for Accurate Natural Language Task Modeling—0
GAMedX: Generative AI-based Medical Entity Data Extractor Using Large Language Models—0
C^3Bench: A Comprehensive Classical Chinese Understanding Benchmark for Large Language ModelsCode0
Exploring Alignment in Shared Cross-lingual SpacesCode0
CPE-Identifier: Automated CPE identification and CVE summaries annotation with Deep Learning and NLP—0
CoNLL#: Fine-grained Error Analysis and a Corrected Test Set for CoNLL-03 English—0
MSNER: A Multilingual Speech Dataset for Named Entity Recognition—0
CoNECo: A corpus for named entity recognition and normalization of protein complexes—0
Evaluation of large language model performance on the Biomedical Language Understanding and Reasoning Benchmark—0
CNER: A tool Classifier of Named-Entity Relationships—0
KnowledgeHub: An end-to-end Tool for Assisted Scientific Discovery—0
A Systematic Analysis on the Temporal Generalization of Language Models in Social Media—0
A Decoupling and Aggregating Framework for Joint Extraction of Entities and Relations—0
NoiseBench: Benchmarking the Impact of Real Label Noise on Named Entity RecognitionCode0
Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups—0
Reddit-Impacts: A Named Entity Recognition Dataset for Analyzing Clinical and Social Effects of Substance Use Derived from Social Media—0
Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages—0
P-ICL: Point In-Context Learning for Named Entity Recognition with Large Language ModelsCode0
Exploring prompts to elicit memorization in masked language model-based named entity recognition—0
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