Derivation Web

source_032d597cd8d64856

by researka:v2 · 2026-06-23 22:28:30.772348+04:00

study,population,intervention_or_exposure,comparator,endpoint,effect,risk_of_bias,directness
Judicial Examination Preparation Strategies for Non-Law Undergraduates: Prompt Engineering Optimization Based on the Qwen-Max LLM,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
A Novel Framework for Efficient Transformation to Domain-Oriented LLM Agents,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
A Calibrated Three-Tiered Risk Classifier for User Prompts in Large Language Model Content Moderation,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
TraceLLM: Evaluating and Exploring Large Language Models on Trace Analysis in Microservice-based Web Applications,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
CoLoRA: A Collaborative Scheduling Framework for Multi-Tenant LoRA LLM Inference,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Large language model performance in clinical cardiology multiple choice questions; has reasoning improved performance?,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Impact Assessment of Structured Results for the Reliability of LLM-generated Tests,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Provable Defense Framework for LLM Jailbreaks via Noise-Augumented Alignment,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Benchmarking proprietary and open-source language and vision-language models for gastroenterology clinical reasoning.,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Automated Resectability Classification of Pancreatic Cancer CT Reports with Privacy-Preserving Open-Weight Large Language Models: A Multicenter Study.,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
LLM-based ambiguity detection in natural language instructions for collaborative surgical robots,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
impact of LLaMA fine tuning on hallucinations for name entity extraction in legal documents,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Development of an Automotive Electronics Internship Assistance System Using a Fine-Tuned Llama 3 Large Language Model,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Threat Modeling and LLM-Based Anomaly Detection for Fog Computing Service Function Chains,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Privacy-First Triage Classification with Open-Weight LLMs: A Chain-of-Thought Distillation Approach,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Abstract 4367224: Systematic Evaluation of Commercial and Open-source Large Language Models for Automated Adjudication of Clinical Indication from Cardiac Magnetic Resonance Imaging Reports,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
The impact of fine tuning in LLaMA on hallucinations for named entity extraction in legal documentation,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Speech to Text Correction for Indonesian Early Marriage Counseling Chatbots Using IndoRoBERTa and Mistral-7B,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Autonomous QA Data Augmentation via Open-Source LLM Agents for Metaverse Applications,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Benchmarking 21 Open-Source Large Language Models for Phishing Link Detection with Prompt Engineering,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Sec-Llama: a Compact Fine-Tuned LLM for Network Intrusion Detection in Kubernetes Clusters,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
AutoAdv: Automated Adversarial Prompting for Multi-Turn Jailbreaking of Large Language Models,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Protein as a Second Language for LLMs,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Can We Enhance Bug Report Quality Using LLMs?: An Empirical Study of LLM-Based Bug Report Generation,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Energy-Efficient Wireless LLM Inference via Uncertainty and Importance-Aware Speculative Decoding,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Evading LLMs’ Safety Boundary with Adaptive Role-Play Jailbreaking,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
LOGICPO: Efficient Translation of NL-based Logical Problems to FOL using LLMs and Preference Optimization,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
"Assessing the Performance of Large Language Models on the Foreign Medical Graduate Examination (FMGE): Insights from GPT-4 Turbo, Gemini Advanced, and LLaMA 3.1 (70B)",not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Resource-efficient fine-tuning of large vision-language models for multimodal perception in autonomous excavators.,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
GALA: Can Graph-Augmented Large Language Model Agentic Workflows Elevate Root Cause Analysis?,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Agentic memory-augmented retrieval and evidence grounding for medical question-answering tasks,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Vulnerability Assessment of Open-Source Large Language Models Against Prompt Variation Attacks,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
InterrogateLLM: Zero-Resource Hallucination Detection in LLM-Generated Answers,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
On Limitations of LLM as Annotator for Low Resource Languages,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
"Empowering Research: Open-Source LLMs, Semantic Search, and Domain-Specific Knowledge in a Multi-Document Q&A Assistant",not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary
Toponym resolution leveraging lightweight and open-source large language models and geo-knowledge,not extracted,not extracted,not extracted,not extracted,not extracted,not appraised in public sidecar,primary

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