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concept:beyond-nlpBeyond NLP
Extension of compositional methods beyond natural language processing to general AI and hardware
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Concepts (1)
concept
- compositional AIextendsArtificial intelligence built on compositional principles, including NLP and beyond
Related by similarity (8)
cosine ≥ 0.65 · no typed edgeEntities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.
- Alexander's thesis that wholeness and the fifteen properties are objectively real, not artifacts of cognition, and are fundamental to physics and biology.
- An unsupervised method for generating natural language explanations of LLM activations through a verbalizer-reconstructor pair trained jointly with RL.
- The general, non-biological quality that Alexander claims exists in all material systems to varying degrees.
- Core unsupervised method for generating natural language explanations of LLM activations through a verbalizer-reconstructor pair trained with RL.
- The model's parameters considered as the actual 'code' implementing its algorithms, as opposed to human-written code.
- Training objective used for all neural network models in the paper; cross-entropy loss over predicted token sequences.