Intention and implication understanding. Although models trained on the large-scale corpus are
already intelligent enough to understand instructions, most are still incapable of emulating human
dialogues or fully leveraging the information conveyed in language [217]. Understanding the implied
meanings is essential for effective communication and cooperation with other intelligent agents [135],

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TheRiseandPotentialofLargeLanguageModel BasedAgents