Papers with hybrid abstractive summarisation approach
Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media (2024.findings-acl)
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| Challenge: | Existing studies have shown that social media users' posts can help identify depression, bipolar disorder or self-harm. |
| Approach: | They propose a hybrid abstractive summarisation approach combining hierarchical VAEs with LLMs to produce clinically meaningful summaries from social media timelines. |
| Outcome: | The proposed approach produces clinically meaningful summaries from social media user timelines, suitable for mental health monitoring. |