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Existing agents based on large language models (LLMs) demonstrate robust problem-solving capabilities by integrating LLMs' inherent knowledge, strong in-context learning and zero-shot capabilities, and the use of tools combined with intricately designed LLM invocation workflows by humans.
Society of mind
Marvin Minsky · 1988
Earlier work this paper cites.
A cognitive theory of consciousness
Bernard J Baars · 1993
Earlier work this paper cites.
Global workspace theory of consciousness: toward a cognitive neuroscience of human experience
Bernard J Baars · 2005
Earlier work this paper cites.
MultiWOZ - a large-scale multi-domain Wizard-of-Oz dataset for task-oriented dialogue modelling
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Earlier work this paper cites.
RiSAWOZ: A large-scale multi-domain Wizard-of-Oz dataset with rich semantic annotations for task-oriented dialogue modeling
Jun Quan, Shian Zhang, Qian Cao, Zizhong Li, and Deyi Xiong · 2020
Earlier work this paper cites.
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Earlier work this paper cites.
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Harrison Chase · 2022
Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Earlier work this paper cites.
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Retrieval meets long context large language models
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