Cover Image

Evaluating Named Entity Recognition Using Few-Shot Prompting with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zeghidi, Hédi, Moncla, Ludovic
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Token and Span Classification for Entity Recognition in French Historical Encyclopedias
by: Moncla, Ludovic, et al.
Published: (2025)

iText2KG: Incremental Knowledge Graphs Construction Using Large Language Models
by: Lairgi, Yassir, et al.
Published: (2024)

Large Language Models for Few-Shot Named Entity Recognition
by: Zhao, Yufei, et al.
Published: (2018)

From Zero to Hero: Harnessing Transformers for Biomedical Named Entity Recognition in Zero- and Few-shot Contexts
by: Košprdić, Miloš, et al.
Published: (2023)

Deep Learning Based Named Entity Recognition Models for Recipes
by: Goel, Mansi, et al.
Published: (2024)

ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs
by: Lairgi, Yassir, et al.
Published: (2025)

NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings
by: Shachar, Or, et al.
Published: (2025)

NanoNER: Named Entity Recognition for nanobiology using experts' knowledge and distant supervision
by: Lentschat, Martin, et al.
Published: (2024)

LSTM Recurrent Neural Networks for Cybersecurity Named Entity Recognition
by: Gasmi, Houssem, et al.
Published: (2024)

Leveraging Information Retrieval to Enhance Spoken Language Understanding Prompts in Few-Shot Learning
by: Lepagnol, Pierre, et al.
Published: (2025)

Unveiling Social Media Comments with a Novel Named Entity Recognition System for Identity Groups
by: Carvallo, Andrés, et al.
Published: (2024)

AWED-FiNER: Agents, Web applications, and Expert Detectors for Fine-grained Named Entity Recognition across 36 Languages for 6.6 Billion Speakers
by: Kaushik, Prachuryya, et al.
Published: (2026)

Inference Gap in Domain Expertise and Machine Intelligence in Named Entity Recognition: Creation of and Insights from a Substance Use-related Dataset
by: Dey, Sumon Kanti, et al.
Published: (2025)

PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks
by: Ghosal, Soumya Suvra, et al.
Published: (2024)

Zero-Shot Human Mobility Forecasting via Large Language Model with Hierarchical Reasoning
by: Li, Wenyao, et al.
Published: (2025)

Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model
by: Nandi, Subhadip, et al.
Published: (2024)

FsPONER: Few-shot Prompt Optimization for Named Entity Recognition in Domain-specific Scenarios
by: Tang, Yongjian, et al.
Published: (2024)

Automated Interpretation of Non-Destructive Evaluation Contour Maps Using Large Language Models for Bridge Condition Assessment
by: Darji, Viraj Nishesh, et al.
Published: (2025)

Benchmarking Prompt Sensitivity in Large Language Models
by: Razavi, Amirhossein, et al.
Published: (2025)

ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction
by: Lin, Jianghao, et al.
Published: (2023)

ExplainRec: Towards Explainable Multi-Modal Zero-Shot Recommendation with Preference Attribution and Large Language Models
by: Ma, Bo, et al.
Published: (2025)

DREQ: Document Re-Ranking Using Entity-based Query Understanding
by: Chatterjee, Shubham, et al.
Published: (2024)

Modeling User Viewing Flow Using Large Language Models for Article Recommendation
by: Liu, Zhenghao, et al.
Published: (2023)

Evaluating Search Engines and Large Language Models for Answering Health Questions
by: Fernández-Pichel, Marcos, et al.
Published: (2024)

ReCDAP: Relation-Based Conditional Diffusion with Attention Pooling for Few-Shot Knowledge Graph Completion
by: Kim, Jeongho, et al.
Published: (2025)

InteraRec: Screenshot Based Recommendations Using Multimodal Large Language Models
by: Karra, Saketh Reddy, et al.
Published: (2024)

RAVEN: An Agentic Framework for Multimodal Entity Discovery from Large-Scale Video Collections
by: Rosa, Kevin Dela
Published: (2025)

RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models
by: Wu, Zhuo, et al.
Published: (2024)

SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation
by: Bougie, Nicolas, et al.
Published: (2025)

Evaluating Named Entity Recognition Models for Russian Cultural News Texts: From BERT to LLM
by: Levchenko, Maria
Published: (2025)

Multi-Grained Query-Guided Set Prediction Network for Grounded Multimodal Named Entity Recognition
by: Tang, Jielong, et al.
Published: (2024)

Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards
by: Reif, Jonathan, et al.
Published: (2024)

Exploring the Implicit Semantic Ability of Multimodal Large Language Models: A Pilot Study on Entity Set Expansion
by: Wang, Hebin, et al.
Published: (2024)

LLM-Rec: Personalized Recommendation via Prompting Large Language Models
by: Lyu, Hanjia, et al.
Published: (2023)

MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion
by: Jia, Pengyue, et al.
Published: (2023)

Transcription and Recognition of Italian Parliamentary Speeches Using Vision-Language Models
by: Curini, Luigi, et al.
Published: (2026)

PLACE: Prompt Learning for Attributed Community Search in Large Graphs
by: Fang, Shuheng, et al.
Published: (2025)

A Survey on Large Language Models for Recommendation
by: Wu, Likang, et al.
Published: (2023)

On-Device Large Language Models for Sequential Recommendation
by: Xia, Xin, et al.
Published: (2026)

Representation Learning with Large Language Models for Recommendation
by: Ren, Xubin, et al.
Published: (2023)