Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses?
arxiv.org·6d
🔧Systems-level optimizations for LLM serving
Active IRS-Enabled Integrated Sensing and Communications with Extended Targets
arxiv.org·1d
🔧Systems-level optimizations for LLM serving
ART: Adaptive Relation Tuning for Generalized Relation Prediction
arxiv.org·4d
🧠Large Language Models (LLMs)
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes
arxiv.org·4d
🧠Large Language Models (LLMs)
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
arxiv.org·5d
🧠Large Language Models (LLMs)
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
arxiv.org·5d
🧠Large Language Models (LLMs)
Social Media Information Operations
arxiv.org·13h
✨Model optimizations in LLMs
Leveraging Social Media Sentiment for Predictive Algorithmic Trading Strategies
arxiv.org·13h
🧠Large Language Models (LLMs)
Improving annotator selection in Active Learning using a mood and fatigue-aware Recommender System
arxiv.org·4d
🧠Large Language Models (LLMs)
StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.org·6d
🤖Agents using LLMs
MemTool: Optimizing Short-Term Memory Management for Dynamic Tool Calling in LLM Agent Multi-Turn Conversations
arxiv.org·6d
🤖Agents using LLMs
From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs
arxiv.org·5d
🔍Retrieval-augmented generation
A novel language model for predicting serious adverse event results in clinical trials from their prospective registrations
arxiv.org·4d
🧠Large Language Models (LLMs)
Improving Task Diversity in Label Efficient Supervised Finetuning of LLMs
arxiv.org·6d
🧠Large Language Models (LLMs)
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems
arxiv.org·4d
🧠Large Language Models (LLMs)
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.org·4d
🧠Large Language Models (LLMs)
Mitigating Resolution-Drift in Federated Learning: Case of Keypoint Detection
arxiv.org·4d
🧠Large Language Models (LLMs)
Tractography-Guided Dual-Label Collaborative Learning for Multi-Modal Cranial Nerves Parcellation
arxiv.org·13h
🔢Quantization of LLMs
Correcting Misperceptions at a Glance: Using Data Visualizations to Reduce Political Sectarianism
arxiv.org·1d
🧠Large Language Models (LLMs)
An LLM Driven Agent Framework for Automated Infrared Spectral Multi Task Reasoning
arxiv.org·6d
🧠Large Language Models (LLMs)