Comparison between MHQ-MedEmo and other CHQ dataset in terms of data source and annotation objects
| Dataset | Data source | Lang | Annotation objects | ||||
|---|---|---|---|---|---|---|---|
| MN | MNC | EN | ENC | ANS | |||
| GARD (2014) | Health website | EN | ✔ | ✔ | ✔ | ||
| CHQA-email (2018) | Health website | EN | ✔ | ✔ | |||
| CHQ-SocioEmo (2023) | Online health communities | EN | ✔ | ✔ | |||
| MentalQA(2024) | Online mental health communities | AR | ✔ | ✔ | |||
| MHQA (2025) | PubMed abstracts | EN | ✔ | ✔ | |||
| PsyQA (2021) | Online psychology service | CH | ✔ | ✔ | |||
| ESConv (2021) | Self-generated (crowd-sourced) | EN | ✔ | ✔ | ✔ | ||
| CAMS (2022) | Reddit posts | EN | ✔ | ✔ | |||
| ExTES (2023) | Self-generated (LLM) | EN | ✔ | ✔ | |||
| EHD (2024) | Self-generated (LLM) | EN | ✔ | ||||
| MHQ-MedEmo(Ours) | Online health consultation platform | CH | ✔ | ✔ | ✔ | ✔ | |
| Dataset | Data source | Lang | Annotation objects | ||||
|---|---|---|---|---|---|---|---|
| MN | MNC | EN | ENC | ANS | |||
| GARD (2014) | Health website | EN | ✔ | ✔ | ✔ | ||
| CHQA-email (2018) | Health website | EN | ✔ | ✔ | |||
| CHQ-SocioEmo (2023) | Online health communities | EN | ✔ | ✔ | |||
| MentalQA(2024) | Online mental health communities | AR | ✔ | ✔ | |||
| MHQA (2025) | PubMed abstracts | EN | ✔ | ✔ | |||
| PsyQA (2021) | Online psychology service | CH | ✔ | ✔ | |||
| ESConv (2021) | Self-generated (crowd-sourced) | EN | ✔ | ✔ | ✔ | ||
| CAMS (2022) | Reddit posts | EN | ✔ | ✔ | |||
| ExTES (2023) | Self-generated (LLM) | EN | ✔ | ✔ | |||
| EHD (2024) | Self-generated (LLM) | EN | ✔ | ||||
Note(s): EN, CH are short for English and Chinese, and MN, MNC, EN, ENC, ANS are short for medical information need (e.g. diagnosis), medical information need related context (e.g. symptom), emotional support need (e.g. emotion state), emotional support need related context (emotion cause), answer (e.g. response strategy)