Beyond Sparse Rewards: A New Benchmark and Structure-Aware Graph Alignment for Micro-Drama Understanding

arXiv:2609.07107 · cs.AI · Submitted 2026-09-07 · Read on arXiv

cs.AI

Submitted: 2026-09-07

Updated: 2026-09-07

Comments: Accepted to EMNLP 2026 (Camera-ready version)

Code: https://github.com/qyx1121/MDrama_SAGA

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Benchmark — 3× in this paper · explained in 2 episodes
• Alignment — 2× in this paper · explained in 1 episode
• Structure-Aware Graph Alignment — 2× in this paper
• Accuracy — 1× in this paper · explained in 1 episode
• Generalization — 1× in this paper · explained in 13 episodes
• Heterogeneous Graph — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reward Function — 1× in this paper · explained in 2 episodes

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