Image de couverture de livre

Can Zero-Shot Commercial APIs Deliver Regulatory-Grade Clinical Text DeIdentification?

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Kocaman, Veysel, Santas, Muhammed, Gul, Yigit, Butgul, Mehmet, Talby, David
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language Cryptography and Security Information Retrieval Machine Learning H.3; F.2.2; I.2.7
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Beyond Negation Detection: Comprehensive Assertion Detection Models for Clinical NLP
par: Kocaman, Veysel, et autres
Publié: (2025)

ARAGOG: Advanced RAG Output Grading
par: Eibich, Matouš, et autres
Publié: (2024)

GraphCompliance: Aligning Policy and Context Graphs for LLM-Based Regulatory Compliance
par: Chung, Jiseong, et autres
Publié: (2025)

Documentation Retrieval Improves Planning Language Generation
par: Wang, Renxiang, et autres
Publié: (2025)

Lightweight Transformers for Zero-Shot and Fine-Tuned Text-to-SQL Generation Using Spider
par: Seth, Chirag, et autres
Publié: (2025)

Introducing Three New Benchmark Datasets for Hierarchical Text Classification
par: Toit, Jaco du, et autres
Publié: (2024)

MUDY: Multi-Granular Dynamic Candidate Contextualization for Unsupervised Keyphrase Extraction
par: Kang, Hyeongu, et autres
Publié: (2026)

Using LLM-Based Approaches to Enhance and Automate Topic Labeling
par: Khandelwal, Trishia
Publié: (2025)

Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles
par: Ravichandran, Karthik, et autres
Publié: (2024)

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"?
par: Eizaguirre, Germán T., et autres
Publié: (2026)

From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process
par: Kim, Jaewoong, et autres
Publié: (2024)

IndiaFinBench: An Evaluation Benchmark for Large Language Model Performance on Indian Financial Regulatory Text
par: Pall, Rajveer Singh
Publié: (2026)

Reducing Maintenance Burden in Behaviour-Driven Development: A Paraphrase-Robust Duplicate-Step Detector with a 1.1M-Step Open Benchmark
par: Mughal, Ali Hassaan, et autres
Publié: (2026)

Natural Language Summarization Enables Multi-Repository Bug Localization by LLMs in Microservice Architectures
par: Oskooei, Amirkia Rafiei, et autres
Publié: (2025)

WebArXiv: Evaluating Multimodal Agents on Time-Invariant arXiv Tasks
par: Sun, Zihao, et autres
Publié: (2025)

LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages
par: Kholodna, Nataliia, et autres
Publié: (2024)

ComplianceNLP: Knowledge-Graph-Augmented RAG for Multi-Framework Regulatory Gap Detection
par: Guo, Dongxin, et autres
Publié: (2026)

SegNSP: Revisiting Next Sentence Prediction for Linear Text Segmentation
par: Isidro, José, et autres
Publié: (2026)

Suppressing Domain-Specific Hallucination in Construction LLMs: A Knowledge Graph Foundation for GraphRAG and QLoRA on River and Sediment Control Technical Standards
par: Yasuno, Takato
Publié: (2026)

ATANT v1.1: Positioning Continuity Evaluation Against Memory, Long-Context, and Agentic-Memory Benchmarks
par: Tanguturi, Samuel Sameer
Publié: (2026)

MIRA: Empowering One-Touch AI Services on Smartphones with MLLM-based Instruction Recommendation
par: Bian, Zhipeng, et autres
Publié: (2025)

ATANT: An Evaluation Framework for AI Continuity
par: Tanguturi, Samuel Sameer
Publié: (2026)

Mixture of Experts Approaches in Dense Retrieval Tasks
par: Sokli, Effrosyni, et autres
Publié: (2025)

A Language Model based Framework for New Concept Placement in Ontologies
par: Dong, Hang, et autres
Publié: (2024)

MATH-PT: A Math Reasoning Benchmark for European and Brazilian Portuguese
par: Teixeira, Tiago, et autres
Publié: (2026)

ZeShot-VQA: Zero-Shot Visual Question Answering Framework with Answer Mapping for Natural Disaster Damage Assessment
par: Karimi, Ehsan, et autres
Publié: (2025)

Ensemble ToT of LLMs and Its Application to Automatic Grading System for Supporting Self-Learning
par: Ito, Yuki, et autres
Publié: (2025)

SomaliWeb v1: A Quality-Filtered Somali Web Corpus with a Matched Tokenizer and a Public Language-Identification Benchmark
par: Dahir, Khalid Yusuf
Publié: (2026)

FlexStructRAG: Flexible Structure-Aware Multi-Granular Relational Retrieval for RAG
par: Chen, Mengzhu, et autres
Publié: (2026)

Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation
par: Shen, Tingjia, et autres
Publié: (2024)

Efficient Knowledge Feeding to Language Models: A Novel Integrated Encoder-Decoder Architecture
par: Kumar, S Santosh, et autres
Publié: (2025)

Retrieval-Enhanced Named Entity Recognition
par: Shiraishi, Enzo, et autres
Publié: (2024)

Leveraging Retrieval Augmented Generative LLMs For Automated Metadata Description Generation to Enhance Data Catalogs
par: Singh, Mayank, et autres
Publié: (2025)

Building Entity Association Mining Framework for Knowledge Discovery
par: Rawal, Anshika, et autres
Publié: (2025)

VERA: Validation and Evaluation of Retrieval-Augmented Systems
par: Ding, Tianyu, et autres
Publié: (2024)

Unlocking Legal Knowledge with Multi-Layered Embedding-Based Retrieval
par: Lima, João Alberto de Oliveira
Publié: (2024)

Bypassing Document Ingestion: An MCP Approach to Financial Q&A
par: Mansouri, Sasan, et autres
Publié: (2026)

Leveraging Large Language Models to Extract and Translate Medical Information in Doctors' Notes for Health Records and Diagnostic Billing Codes
par: Hartnett, Peter, et autres
Publié: (2026)

All for law and law for all: Adaptive RAG Pipeline for Legal Research
par: Keisha, Figarri, et autres
Publié: (2025)

Attention-based sequential recommendation system using multimodal data
par: Oh, Hyungtaik, et autres
Publié: (2024)