LLM-Crowdsourced: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
Where to show Demos in Your Prompt: A Positional Bias of In-Context Learning
arxiv.org·3d
🧠Large Language Models (LLMs)
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes
arxiv.org·2d
🧠Large Language Models (LLMs)
TRIDENT: Benchmarking LLM Safety in Finance, Medicine, and Law
arxiv.org·4d
🚀LLM serving frameworks
From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs
arxiv.org·3d
🔍Retrieval-augmented generation
LLM-Assisted Cheating Detection in Korean Language via Keystrokes
arxiv.org·2d
🧠Large Language Models (LLMs)
The Pragmatic Mind of Machines: Tracing the Emergence of Pragmatic Competence in Large Language Models
arxiv.org·2d
🧠Large Language Models (LLMs)
Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·2d
🧠Large Language Models (LLMs)
Composable Effect Handling for Programming LLM-integrated Scripts
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
StaffPro: an LLM Agent for Joint Staffing and Profiling
arxiv.org·4d
🤖Agents using LLMs
Efficient Differentially Private Fine-Tuning of LLMs via Reinforcement Learning
arxiv.org·3d
✨Model optimizations in LLMs
RecUserSim: A Realistic and Diverse User Simulator for Evaluating Conversational Recommender Systems
arxiv.org·2d
🧠Large Language Models (LLMs)
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration
arxiv.org·2d
🧠Large Language Models (LLMs)
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.org·2d
🧠Large Language Models (LLMs)
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
Rewrite-to-Rank: Optimizing Ad Visibility via Retrieval-Aware Text Rewriting
arxiv.org·4d
🔧Systems-level optimizations for LLM serving
Teaching Language Models To Gather Information Proactively
arxiv.org·4d
🧠Large Language Models (LLMs)
Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security
arxiv.org·6d
🔧Systems-level optimizations for LLM serving
RedCoder: Automated Multi-Turn Red Teaming for Code LLMs
arxiv.org·3d
⚙️AI Infrastructure Automation
From Prompt to Pipeline: Large Language Models for Scientific Workflow Development in Bioinformatics
arxiv.org·5d
🧠Large Language Models (LLMs)