Structured Agent Distillation for Large Language Model
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Revealing Algorithmic Deductive Circuits for Logical Reasoning
When Context Flips, Safety Breaks: Diagnosing Brittle Safety in Aligned Language Models
Deepfake-Eval-2024: A Multi-Modal In-the-Wild Benchmark of Deepfakes Circulated in 2024
Persuade Me if You Can: A Framework for Evaluating Persuasion Effectiveness and Susceptib…
Beyond External Monitors: Enhancing Transparency of Large Language Models for Easier Moni…
Improving Requirements Classification with SMOTE-Tomek Preprocessing
AIBuildAI-2: A Knowledge-Enhanced Agent for Automatically Building AI Models
PortBench: A Correlation-Aware, Full-Pipeline Benchmark for LLM-Driven Portfolio Manageme…
SKILLC: Learning Autonomous Skill Internalization in LLM Agents via Contrastive Credit As…
Generalized Holographic Reduced Representations
Democratizing Large-Scale Re-Optimization with LLM-Guided Model Patches
Optimal LTLf Synthesis
Show, Don't TELL: Explainable AI-Generated Text Detection
Harness-Bench: Measuring Harness Effects across Models in Realistic Agent Workflows
Do Agents Think Deeper? A Mechanistic Investigation of Layer-Wise Dynamics in Sequential …
Geometry of Human Perceptual Domains Emerges Transiently in LLM Representations
AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scena…
Confidence-Orchestrated Self-Evolution against Uncertain LLM Feedback
DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis
Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits
Inferring the Size of Large Language Models From Popular Text Memorization
Sakana AI Proposes DiffusionBlocks: a Block-wise Training Framework That Converts Residua…
Slogans or Stance? A Label-Light Diagnostic for Entrepreneurial-Discourse Measurement on …
GEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimization
Optimal Rates for Differentially Private Hypothesis Testing with E-values
PEFT-Arena: Understanding Parameter-Efficient Finetuning from a Stability-Plasticity Pers…
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players
Self-Improving Language Models with Bidirectional Evolutionary Search
Beyond Binary: Sim-to-Real Dexterous Manipulation with Physics-Grounded Contact Represent…