DocMaster: A Hierarchical Structure-Aware System for Document Analysis
DocMaster parses documents into hierarchical document trees preserving original layouts and constructs a structure-aware semantic index that enables accurate document filtering and in-depth analysis. See the paper website here.
MAS-Designer: Optimizing Multi-Agent Communication Topologies via GRPO
Formulated multi-agent communication topology optimization as a graph pruning problem and solved it via Group Relative Policy Optimization with multi-sample averaged rewards.
Character-Consistent Dialogue Generation with Fine-Tuning and RAG
