Large Language Model
Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
This raises a challenging research question: How can we keep improving the systems when their capabilities have surpassed the levels of humans?
MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations
Built upon existing 3D scanning data, the resulting multi-modal 3D dataset encompasses 1.4M
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Deductive Verification of Chain-of-Thought Reasoning
To facilitate this procedure, we propose Natural Program, a natural language-based deductive reasoning format. Our approach enables models to generate precise reasoning steps where subsequent steps are more rigorously grounded on prior steps.
DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction
Spider, the SOT A, in terms of execution accuracy, was 79.9 and the new SOT A at
