Papers by Sayantan Pal
Beyond Discrete Personas: Personality Modeling Through Journal Intensive Conversations (2025.coling-main)
Copied to clipboard
| Challenge: | Existing LLMs rely on static, predefined personas to capture dynamic and evolving nature of human personalities. |
| Approach: | They propose a dataset with 400,000 conversations and a framework for generating personalized conversations using long-form journal entries from Reddit. |
| Outcome: | The proposed framework generates high-quality, personality-rich dialogues grounded in reddit journal entries. |