A Closer Look into Mixture-of-Experts in Large Language Models Paper • 2406.18219 • Published Jun 26 • 15
Step-DPO: Step-wise Preference Optimization for Long-chain Reasoning of LLMs Paper • 2406.18629 • Published Jun 26 • 40
AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation Paper • 2406.19251 • Published Jun 27 • 8
Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs Paper • 2407.00653 • Published Jun 30 • 11
We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? Paper • 2407.01284 • Published Jul 1 • 75
Agentless: Demystifying LLM-based Software Engineering Agents Paper • 2407.01489 • Published Jul 1 • 42
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages Paper • 2407.03321 • Published Jul 3 • 15
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Paper • 2407.04363 • Published Jul 5 • 26
DotaMath: Decomposition of Thought with Code Assistance and Self-correction for Mathematical Reasoning Paper • 2407.04078 • Published Jul 4 • 16
AgentInstruct: Toward Generative Teaching with Agentic Flows Paper • 2407.03502 • Published Jul 3 • 44
Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models -- The Story Goes On Paper • 2407.08348 • Published Jul 11 • 50
Towards Building Specialized Generalist AI with System 1 and System 2 Fusion Paper • 2407.08642 • Published Jul 11 • 9
MUSCLE: A Model Update Strategy for Compatible LLM Evolution Paper • 2407.09435 • Published Jul 12 • 20
Sibyl: Simple yet Effective Agent Framework for Complex Real-world Reasoning Paper • 2407.10718 • Published Jul 15 • 17