no code implementations • 22 Feb 2024 • Younghun Lee, Dan Goldwasser, Laura Schwab Reese
Understanding the dynamics of counseling conversations is an important task, yet it is a challenging NLP problem regardless of the recent advance of Transformer-based pre-trained language models.
no code implementations • 22 Feb 2024 • Younghun Lee, Sungchul Kim, Tong Yu, Ryan A. Rossi, Xiang Chen
The model learns to reduce the input context using On-Policy Reinforcement Learning and aims to improve the reasoning performance of a fixed LLM.
1 code implementation • 18 Nov 2022 • Younghun Lee, Dan Goldwasser
Large-scale language models have been reducing the gap between machines and humans in understanding the real world, yet understanding an individual's theory of mind and behavior from text is far from being resolved.
4 code implementations • WS 2018 • Younghun Lee, Seunghyun Yoon, Kyomin Jung
However, this dataset has not been comprehensively studied to its potential.