Papers by Michael Morris
ACE: A LLM-based Negotiation Coaching System (2024.emnlp-main)
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| Challenge: | The rapid progress of LLMs has led to the development of more sophisticated AI tutoring systems. |
| Approach: | They develop an LLM-based assistant for coaching negotiation that provides users with targeted feedback for improvement. |
| Outcome: | The proposed system improves negotiation performance significantly compared to a system that doesn’t provide feedback and one which uses an alternative method. |
Context-Aware Abbreviation Expansion Using Large Language Models (2022.naacl-main)
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Shanqing Cai, Subhashini Venugopalan, Katrin Tomanek, Ajit Narayanan, Meredith Morris, Michael Brenner
| Challenge: | Existing paradigms for text entry in augmentative and alternative communication (AAC) for people with severe motor impairments require 3-5 predictions to save keystrokes. |
| Approach: | They propose a paradigm in which phrases are abbreviated aggressively as word-initial letters. |
| Outcome: | The proposed paradigm can save up to 77% on expansions on conversation turn . the proposed paradigm could be used in augmentative and alternative communication (AAC) |