Research map / Multi-agent systems and games / Human-AI and goal-conditioned
Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims
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Measured effects reported in the paper
| What was changed | Where | Measured | Effect |
|---|---|---|---|
| add the compound counseling, politeness, empathy, coherence, and non-repetitiveness rewards (ablation) | Po-Em-MHLCDS · MHLCD test | CoStr: 77.13% -> 80.30% | Helped |
| add the compound counseling, politeness, empathy, coherence, and non-repetitiveness rewards (ablation) | Po-Em-MHLCDS · MHLCD test | Pol: 90.1% -> 92.54% | Helped |
| add the compound counseling, politeness, empathy, coherence, and non-repetitiveness rewards (ablation) | Po-Em-MHLCDS · MHLCD test | Emp: 42.6% -> 46.4% | Helped |
| add the compound counseling, politeness, empathy, coherence, and non-repetitiveness rewards (ablation) | Po-Em-MHLCDS · MHLCD test | PPL: 2.87 -> 1.91 | Helped |
| add the compound counseling, politeness, empathy, coherence, and non-repetitiveness rewards (ablation) | Po-Em-MHLCDS · MHLCD test | R-LEN: 16.91 -> 18.71 | Helped |
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