Search Results for author: Younghun Lee

Found 4 papers, 2 papers with code

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models

no code implementations22 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.

Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models

no code implementations22 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.

Language Modelling

Towards Explaining Subjective Ground of Individuals on Social Media

1 code implementation18 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.

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