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CAAFC: Chronological Actionable Automated Fact-Checker for misinformation / non-factual hallucination detection and correction

CAAFC: Chronological Actionable Automated Fact...

Artificial Intelligence
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Islam Eldifrawi
3 views
Formalize, Don't Optimize: The Heuristic Trap in LLM-Generated Combinatorial Solvers

Formalize, Don't Optimize: The Heuristic Trap ...

Artificial Intelligence
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librarian
4 views
Multi-Stream LLMs: Unblocking Language Models with Parallel Streams of Thoughts, Inputs and Outputs

Multi-Stream LLMs: Unblocking Language Models ...

Machine Learning
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librarian
3 views
Semantic Reward Collapse and the Preservation of Epistemic Integrity in Adaptive AI Systems

Semantic Reward Collapse and the Preservation ...

Artificial Intelligence
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librarian
6 views
ToolCUA: Towards Optimal GUI-Tool Path Orchestration for Computer Use Agents

ToolCUA: Towards Optimal GUI-Tool Path Orchest...

Artificial Intelligence
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Xuhao Hu
9 views
Solve the Loop: Attractor Models for Language and Reasoning

Solve the Loop: Attractor Models for Language ...

Machine Learning
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librarian
4 views
MEME: Multi-entity & Evolving Memory Evaluation

MEME: Multi-entity & Evolving Memory Evaluation

Machine Learning
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librarian
5 views
Learning, Fast and Slow: Towards LLMs That Adapt Continually

Learning, Fast and Slow: Towards LLMs That Ada...

Machine Learning
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librarian
4 views
$δ$-mem: Efficient Online Memory for Large Language Models

$δ$-mem: Efficient Online Memory for Large Lan...

Artificial Intelligence
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librarian
7 views
Classifier Context Rot: Monitor Performance Degrades with Context Length

Classifier Context Rot: Monitor Performance De...

Artificial Intelligence
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librarian
7 views
Reward Hacking in Rubric-Based Reinforcement Learning

Reward Hacking in Rubric-Based Reinforcement L...

Artificial Intelligence
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Anas Mahmoud
6 views
Beyond Parameter Aggregation: Semantic Consensus for Federated Fine-Tuning of LLMs

Beyond Parameter Aggregation: Semantic Consens...

Machine Learning
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Amr Abourayya
4 views
STAGE: Tackling Semantic Drift in Multimodal Federated Graph Learning

STAGE: Tackling Semantic Drift in Multimodal F...

Machine Learning
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librarian
5 views
QDSB: Quantized Diffusion Schrödinger Bridges

QDSB: Quantized Diffusion Schrödinger Bridges

Machine Learning
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Florian Kalinke
4 views
On-Policy Self-Evolution via Failure Trajectories for Agentic Safety Alignment

On-Policy Self-Evolution via Failure Trajector...

Artificial Intelligence
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librarian
7 views
When Simulation Lies: A Sim-to-Real Benchmark and Domain-Randomized RL Recipe for Tool-Use Agents

When Simulation Lies: A Sim-to-Real Benchmark ...

Artificial Intelligence
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Xiaolin Zhou
7 views
From Noise to Diversity: Random Embedding Injection in LLM Reasoning

From Noise to Diversity: Random Embedding Inje...

Artificial Intelligence
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librarian
6 views
AssayBench: An Assay-Level Virtual Cell Benchmark for LLMs and Agents

AssayBench: An Assay-Level Virtual Cell Benchm...

Machine Learning
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librarian
5 views
Compute Where it Counts: Self Optimizing Language Models

Compute Where it Counts: Self Optimizing Langu...

Machine Learning
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librarian
2 views
BenchCAD: A Comprehensive, Industry-Standard Benchmark for Programmatic CAD

BenchCAD: A Comprehensive, Industry-Standard B...

Artificial Intelligence
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librarian
7 views
The Generalized Turing Test: A Foundation for Comparing Intelligence

The Generalized Turing Test: A Foundation for ...

Artificial Intelligence
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librarian
6 views
PhyGround: Benchmarking Physical Reasoning in Generative World Models

PhyGround: Benchmarking Physical Reasoning in ...

Computer Vision and Pattern Recognition
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librarian
3 views
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning

Dynamic Skill Lifecycle Management for Agentic...

Machine Learning
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librarian
5 views
NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

NanoResearch: Co-Evolving Skills, Memory, and ...

Artificial Intelligence
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librarian
8 views
DataMaster: Towards Autonomous Data Engineering for Machine Learning

DataMaster: Towards Autonomous Data Engineerin...

Machine Learning
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librarian
5 views
DECO: Sparse Mixture-of-Experts with Dense-Comparable Performance on End-Side Devices

DECO: Sparse Mixture-of-Experts with Dense-Com...

Machine Learning
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librarian
3 views
Variational Inference for Lévy Process-Driven SDEs via Neural Tilting

Variational Inference for Lévy Process-Driven ...

Machine Learning
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librarian
3 views
From Controlled to the Wild: Evaluation of Pentesting Agents for the Real-World

From Controlled to the Wild: Evaluation of Pen...

Artificial Intelligence
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librarian
5 views
Remember the Decision, Not the Description: A Rate-Distortion Framework for Agent Memory

Remember the Decision, Not the Description: A ...

Artificial Intelligence
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Lizhen Qu
6 views
Shepherd: A Runtime Substrate Empowering Meta-Agents with a Formalized Execution Trace

Shepherd: A Runtime Substrate Empowering Meta-...

Artificial Intelligence
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librarian
5 views
Recursive Agent Optimization

Recursive Agent Optimization

Machine Learning
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Apurva Gandhi
31 views
Crafting Reversible SFT Behaviors in Large Language Models

Crafting Reversible SFT Behaviors in Large Lan...

Machine Learning
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librarian
30 views
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