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Discrete Tokenization for Multimodal LLMs: A Comprehensive Survey
arxiv.org·2d
🧠Large Language Models (LLMs)
Optimizing LLMs for Performance and Accuracy with Post-Training Quantization
developer.nvidia.com·3d
🔢Quantization of LLMs
LENS: Learning Ensemble Confidence from Neural States for Multi-LLM Answer Integration
arxiv.org·2d
🧠Large Language Models (LLMs)
LLM-Crowdsourced: A Benchmark-Free Paradigm for Mutual Evaluation of Large Language Models
arxiv.org·3d
🧠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)
Efficient Differentially Private Fine-Tuning of LLMs via Reinforcement Learning
arxiv.org·3d
✨Model optimizations in LLMs
Uncovering the Fragility of Trustworthy LLMs through Chinese Textual Ambiguity
arxiv.org·2d
🧠Large Language Models (LLMs)
A Scalable Pipeline for Estimating Verb Frame Frequencies Using Large Language Models
arxiv.org·3d
🧠Large Language Models (LLMs)
From Sufficiency to Reflection: Reinforcement-Guided Thinking Quality in Retrieval-Augmented Reasoning for LLMs
arxiv.org·3d
🔍Retrieval-augmented generation
Good Learners Think Their Thinking: Generative PRM Makes Large Reasoning Model More Efficient Math Learner
arxiv.org·2d
🧠Large Language Models (LLMs)
Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs
arxiv.org·2d
🧠Large Language Models (LLMs)
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes
arxiv.org·2d
🧠Large Language Models (LLMs)
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LLM-Assisted Cheating Detection in Korean Language via Keystrokes
arxiv.org·2d
🧠Large Language Models (LLMs)
RATE: An LLM-Powered Retrieval Augmented Generation Technology-Extraction Pipeline
arxiv.org·4d
🔍Retrieval-augmented generation
Teaching Language Models To Gather Information Proactively
arxiv.org·4d
🧠Large Language Models (LLMs)
The Geometry of Harmfulness in LLMs through Subconcept Probing
arxiv.org·4d
🧠Large Language Models (LLMs)
CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs
arxiv.org·3d
🧠Large Language Models (LLMs)
Distilling a Small Utility-Based Passage Selector to Enhance Retrieval-Augmented Generation
arxiv.org·6d
🔍Retrieval-augmented generation
Memorization in Fine-Tuned Large Language Models
arxiv.org·5d
🧠Large Language Models (LLMs)
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
arxiv.org·3d
🧠Large Language Models (LLMs)