Refine-n-Judge: Curating High-Quality Preference Chains for LLM-Fine-Tuning
arxiv.org·18h
🧠Large Language Models (LLMs)
Beyond Manually Designed Pruning Policies with Second-Level Performance Prediction: A Pruning Framework for LLMs
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
Optimal Scheduling Algorithms for LLM Inference: Theory and Practice
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
ProCut: LLM Prompt Compression via Attribution Estimation
arxiv.org·18h
💬Prompt optimizations for LLM serving
DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
A Methodological Framework for LLM-Based Mining of Software Repositories
arxiv.org·18h
🧠Large Language Models (LLMs)
Attractive Metadata Attack: Inducing LLM Agents to Invoke Malicious Tools
arxiv.org·18h
🤖Agents using LLMs
CAPO: Towards Enhancing LLM Reasoning through Verifiable Generative Credit Assignment
arxiv.org·18h
🧠Large Language Models (LLMs)
L3M+P: Lifelong Planning with Large Language Models
arxiv.org·18h
🧠Large Language Models (LLMs)
The AI-Augmented Research Process: A Historian's Perspective
arxiv.org·18h
🧠Large Language Models (LLMs)
From EMR Data to Clinical Insight: An LLM-Driven Framework for Automated Pre-Consultation Questionnaire Generation
arxiv.org·1d
🧠Large Language Models (LLMs)
PilotRL: Training Language Model Agents via Global Planning-Guided Progressive Reinforcement Learning
arxiv.org·1d
🧠Large Language Models (LLMs)
OpenMed NER: Open-Source, Domain-Adapted State-of-the-Art Transformers for Biomedical NER Across 12 Public Datasets
arxiv.org·18h
🧠Large Language Models (LLMs)
MOPrompt: Multi-objective Semantic Evolution for Prompt Optimization
arxiv.org·18h
💬Prompt optimizations for LLM serving
Getting out of the Big-Muddy: Escalation of Commitment in LLMs
arxiv.org·18h
🧠Large Language Models (LLMs)
KCR: Resolving Long-Context Knowledge Conflicts via Reasoning in LLMs
arxiv.org·18h
🧠Large Language Models (LLMs)
Learning an Efficient Multi-Turn Dialogue Evaluator from Multiple Judges
arxiv.org·1d
🧠Large Language Models (LLMs)
Autonomous Penetration Testing: Solving Capture-the-Flag Challenges with LLMs
arxiv.org·18h
🔧Systems-level optimizations for LLM serving
TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law
arxiv.org·6d
💬Prompt optimizations for LLM serving
Bounded fuzzy logic control for optimal scheduling of green hydrogen production and revenue maximisation
arxiv.org·18h
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