MemInsight: Autonomous Memory Augmentation for LLM Agents (2025 · 22 citations)
LLM agents rely on long-term memory to give coherent, personalized answers. As stored interactions pile up, raw and unstructured memory becomes noisy and harder to search. MemInsight addresses this by having an LLM backbone enrich each memory entry automatically with attribute–value annotations, without a…
Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic X Communities (2026)
Most computational work on mental health in social media studies English speakers. This paper turns to Arabic and describes how people talk about three conditions in condition-specific X Communities: BPD, Bipolar and ADHD. The authors avoid diagnosing anyone. They frame the work as descriptive computational social…
Understanding the Sociocultural Dimensions of Mental Health Discourse in Arabic-Language X Communities (2026)
Most computational mental-health research examines English speakers and treats the task as detecting at-risk people.

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Updated 1 November 2026