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Despite significant progress, several challenges remain. The field is actively working on:
The authors argue that LLMs are not neuro-symbolic by themselves, but they become so when coupled with a symbolic verifier or a reasoning engine (e.g., Toolformer, Program of Thoughts).
Despite massive progress, the state of the art faces foundational hurdles:
Incorporating structured knowledge bases directly into transformer-based architectures, enhancing reasoning in NLP and CV tasks.
Towards Cognitive AI (Henry Kautz) — Explores the foundational taxonomies of NeSy.
Despite significant progress, several challenges remain. The field is actively working on:
The authors argue that LLMs are not neuro-symbolic by themselves, but they become so when coupled with a symbolic verifier or a reasoning engine (e.g., Toolformer, Program of Thoughts).
Despite massive progress, the state of the art faces foundational hurdles:
Incorporating structured knowledge bases directly into transformer-based architectures, enhancing reasoning in NLP and CV tasks.
Towards Cognitive AI (Henry Kautz) — Explores the foundational taxonomies of NeSy.
Kami adalah komunitas sharing. Jadi tolong bantu kami dengan mengunggah 1 dokumen baru atau yang ingin kami unduh:
ATAU SEPERTI DOWNLOAD SEGERA