LLMs

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MC-PDD: Masked Corpus-Level Pretraining Data Detection for Black-Box Large Language Models

 ⚙️Model Training  Content type: Academic
arxiv.org·

If Claude Fable stops helping you, you’ll never know

 🖥️ML Systems

Should LLM Agents Decide in Social Simulations? Comparing Finite-State and LLM-Based Decision Policies

 🤖AI Agents  Content type: Academic
arxiv.org·

Large Language Models are Perplexed by some Political Parties

 ⚙️Model Training  Content type: Academic
arxiv.org·

Acoda: Adversarial Code Obfuscation for Defending against LLM-based Analysis

 🔥PyTorch  Content type: Academic
arxiv.org·

Initial impressions of Claude Fable 5

 📐Scaling Laws

Benchmarking Large Language Models for Safety Data Extraction

 ⚙️Model Training  Content type: Academic
arxiv.org·

LLMCodec: Adapting Video Codecs for Efficient Weight Compression of Large Language Models

 ⚙️Model Training  Content type: Academic
arxiv.org·

The Neutral Mask: How RLHF Provides Shallow Alignment while Leaving Partisan Structure Intact in a Large Language Model

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

Probabilistic Contrastive Pretraining for Multi-task ADME Property Prediction

 ⚙️Model Training  Content type: Academic
arxiv.org·

Minimizing the Hidden Cost of Scales: Graph-Guided Ultra-Low-Bit Quantization for Large Language Models

 🔄Transformers  Content type: Academic
arxiv.org·

Benchmarking Empirical Privacy Protection for Adaptations of Large Language Models

 🧠AI Research  Content type: Academic
arxiv.org·

Multi-Agent Reasoning with Adaptive Worker Allocation for Stance Detection

 📄arXiv  Content type: Academic
arxiv.org·

SafeRun: Enabling Determinism in LLM Planning for Running

 🧠AI Research  Content type: Academic
arxiv.org·

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices

 📐Scaling Laws  Content type: Academic
arxiv.org·

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning

 ⚙️Model Training  Content type: Academic
arxiv.org·

Causal Semantic Alignment for LLM-based Time Series Forecasting

 🧠AI Research  Content type: Academic
arxiv.org·

Hubs or Fringes: Pretraining Data Selection via Web Graph Centrality

 ⚙️Model Training  Content type: Academic
arxiv.org·

Analyzing the Correlation Between Hallucinations and Knowledge Conflicts in Large Language Models

 🔄Transformers  Content type: Academic
arxiv.org·

Ten Headache Specialists versus Artificial Intelligence for Clinical Literature Summarization: A Critical Evaluation and Comparison

 🔄Transformers  Content type: Academic
arxiv.org·

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