4 papers
Evaluating Human-LLM Representation Alignment: A Case Study on Affective Sentence Generation for Augmentative and Alternative Communication
Shadab Choudhury, Asha Kumar, Lara J. Martin
Gaps arise between a language model's use of concepts and people's expectations. This gap is critical when LLMs generate text to help people communicate via Augmentative and Altern…
Does Reasoning Help LLM Agents Play Dungeons and Dragons? A Prompt Engineering Experiment
Patricia Delafuente, Arya Honraopatil, Lara J. Martin
This paper explores the application of Large Language Models (LLMs) and reasoning to predict Dungeons & Dragons (DnD) player actions and format them as Avrae Discord bot commands.…
WHAT-IF: Exploring Branching Narratives by Meta-Prompting Large Language Models
Runsheng "Anson" Huang, Lara J. Martin, Chris Callison-Burch
WHAT-IF -- Writing a Hero's Alternate Timeline through Interactive Fiction -- is a system that uses zero-shot meta-prompting to create branching narratives from a prewritten story.…
Aging Up AAC: An Introspection on Augmentative and Alternative Communication Applications for Autistic Adults
Lara J. Martin, Malathy Nagalakshmi
High-tech Augmentative and Alternative Communication (AAC) has been rapidly advancing in recent years due to the increased use of large language models (LLMs) like ChatGPT, but man…