DataFunTalk
May 26, 2023 · Artificial Intelligence
Knowledge‑Based Neural‑Symbolic Discrete Reasoning: OPERA, UniRPG‑2, and Large‑Model Inference
The presentation reviews recent research on knowledge‑driven neural‑symbolic discrete reasoning, including the OPERA lightweight‑operator model for text reasoning, the UniRPG‑2 program‑generation framework for heterogeneous knowledge, the state of zero‑ and few‑shot large‑model inference, and future directions.
Neural-Symbolic ReasoningProgram GenerationZero-shot Inference
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