Papers with PIR
PIRsuader: A Persuasive Chatbot for Mitigating Psychological Insulin Resistance in Type-2 Diabetic Patients (2025.coling-main)
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| Challenge: | Psychological Insulin Resistance (PIR) is a psychological barrier in diabetic patients . many patients have deep-rooted fears and misgivings related to insulin which hinder them from initiation of insulin-based treatments. |
| Approach: | They propose a persuasive chatbot that can mitiga psychological insulin resistance in diabetic patients . they harness conversation generation capabilities of state-of-the-art Large Language Models . |
| Outcome: | The proposed chatbot improves the willingness of patients to try insulin and addresses concerns in an empathetic manner. |
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers (2026.acl-long)
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| Challenge: | Existing reasoning-oriented LLMs lack a blind self-thinking paradigm . current models fail to recognize when their reasoning is underinformed or based on ambiguous user instructions . |
| Approach: | They propose a new reasoning paradigm that transforms LLMs into proactive inquirers that interleave reasoning with clarification. |
| Outcome: | The proposed model outperforms baseline models on mathematical reasoning, code generation, and document editing. |