Factorizing personalized Markov chains for next-basket recommendation
FPMC
Blogs
Tree Sitter
语法树, Tree Sitter
Transformers Can Do Bayesian Inference
PFN: Prior-Data Fitted Networks
PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
粗召回 & 细检索的多条 RAG 方案
Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
如何蒸馏图的推理路径
SWE-Bench Pro: Can AI Agents Solve Long-Horizon Software Engineering Tasks?
SWE-Bench Pro
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
GRPO: Group Relative Policy Optimization
Proximal Policy Optimization Algorithms
PPO
REINFORCE Algorithm
著名的 REINFORCE 算法
Trust Region Policy Optimization
PPO 的前身