[Adapt] ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

[李子通]

Hi Adapters,

Role-playing chatbots built on large language models have drawn interest, but better techniques are needed to enable mimicking specific fictional characters. The researchers propose an algorithm that controls language models via an improved prompt and memories of the character extracted from scripts. They construct ChatHaruhi, a dataset covering 32 Chinese / English TV / anime characters with over 54k simulated dialogues. Both automatic and human evaluations show their approach improves role-playing ability over baselines.

In another work, personality assessments on 32 role-playing chatbots (created by the ChatHaruhi library) are conducted, across both the Big Five and MBTI dimensions. Then the authors measure their alignment with human perception. Evaluation results underscore that modern roleplaying chatbots based on LLMs can effectively portray personality traits of corresponding characters.

Time: Wed 10 am. - 11:30 am.
Meeting link: https://teams.microsoft.com/l/meetup-join/19%3ameeting_M2VmMTU5MzgtODUzOC00NmU4LTg0MzktNGFjNDdiMmIwYTI1%40thread.v2/0?context=%7b%22Tid%22%3a%225cdc5b43-d7be-4caa-8173-729e3b0a62d9%22%2c%22Oid%22%3a%221a8b9fa0-af57-4a1c-9390-22d1c201d622%22%7d

Best wishes,

Zitong