FinToolBench: Evaluating LLM Agents for Real-World Financial Tool Use
Paper • 2603.08262 • Published • 34
LLM's
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On-Policy Context Distillation for Language Models
Paper • 2602.12275 • Published • 3 -
Online Experiential Learning for Language Models
Paper • 2603.16856 • Published • 46 -
Mixture-of-Depths Attention
Paper • 2603.15619 • Published • 72 -
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild
Paper • 2603.17187 • Published • 106 -
OpenSeeker: Democratizing Frontier Search Agents by Fully Open-Sourcing Training Data
Paper • 2603.15594 • Published • 137 -
Memento-Skills: Let Agents Design Agents
Paper • 2603.18743 • Published • 23 -
POLCA: Stochastic Generative Optimization with LLM
Paper • 2603.14769 • Published • 21 -
MEMO: Memory-Augmented Model Context Optimization for Robust Multi-Turn Multi-Agent LLM Games
Paper • 2603.09022 • Published • 21 -
BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs
Paper • 2603.16557 • Published • 17 -
Motivation in Large Language Models
Paper • 2603.14347 • Published • 16 -
Efficient Reasoning on the Edge
Paper • 2603.16867 • Published • 15 -
Understanding Reasoning in LLMs through Strategic Information Allocation under Uncertainty
Paper • 2603.15500 • Published • 11 -
Code-A1: Adversarial Evolving of Code LLM and Test LLM via Reinforcement Learning
Paper • 2603.15611 • Published • 10 -
One-Eval: An Agentic System for Automated and Traceable LLM Evaluation
Paper • 2603.09821 • Published • 10 -
Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models
Paper • 2603.13985 • Published • 9 -
Efficient Exploration at Scale
Paper • 2603.17378 • Published • 9 -
Steve-Evolving: Open-World Embodied Self-Evolution via Fine-Grained Diagnosis and Dual-Track Knowledge Distillation
Paper • 2603.13131 • Published • 6 -
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections
Paper • 2603.12180 • Published • 62 -
CREATE: Testing LLMs for Associative Creativity
Paper • 2603.09970 • Published • 14 -
Dynamic Chunking Diffusion Transformer
Paper • 2603.06351 • Published • 14 -
GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent
Paper • 2603.13875 • Published • 27 -
When AI Navigates the Fog of War
Paper • 2603.16642 • Published • 25