Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering

Angus Addlesee, Weronika Sieinska, Nancie Gunson, Daniel Hernández García, Christian Dondrup, Oliver Lemon. Multi-party Goal Tracking with LLMs: Comparing Pre-training, Fine-tuning, and Prompt Engineering. In David Schlangen, Svetlana Stoyanchev, Shafiq Joty, Ondrej Dusek, Casey Kennington, Malihe Alikhani, editors, Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, SIGDIAL 2023, Prague, Czechia, September 11 - 15, 2023. pages 229-241, Association for Computational Linguistics, 2023. [doi]

Abstract

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