repoGitHubTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
Emo-gml/Awesome-Mental-Health-LLMs
From Pattern Recognizers to Personalized Companions: A Survey of Large Language Models in Mental Health (TAFFC)
Lineage graph
Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- PossiblePossibly related (embedding) · 64%Team MKC at CLPsych 2026: Capturing and Characterizing Mental Health Changes through Social Media Timeline Dynamics →
- PossiblePossibly related (embedding) · 57%Towards AI-augmented decision making in psychiatry →
- PossiblePossibly related (embedding) · 53%RSPC: A Benchmark for Modeling Stress and Psychiatric Conditions in Digitally Mediated Relationships using Psychiatrist Annotations →
- PossiblePossibly related (embedding) · 52%Identifying Interactions at Scale for LLMs →
- PossiblePossibly related (embedding) · 51%SPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses →
- PossiblePossibly related (embedding) · 54%Large language models exhibit stigmatizing behaviour in contextual judgements of health conditions - Nature →
- PossiblePossibly related (embedding) · 50%Multi-Large Language Model Orchestrated Severity Assessment of Clinical Records (MOSAIC) →
- PossiblePossibly related (embedding) · 53%Benchmarking large language models against practicing clinicians on psychopathological assessment - Nature →
Implements
paperTeam MKC at CLPsych 2026: Capturing and Characterizing Mental Health Changes through Social Media Timeline DynamicspaperRSPC: A Benchmark for Modeling Stress and Psychiatric Conditions in Digitally Mediated Relationships using Psychiatrist AnnotationspaperSPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses
Covers
Covers (incoming)
newsLarge language models exhibit stigmatizing behaviour in contextual judgements of health conditions - NaturenewsBenchmarking large language models against practicing clinicians on psychopathological assessment - NaturenewsSmall language models in medicine - NaturenewsLarge language models for interpretation of health checkup results - Nature
Implements (incoming)
Related across the graph
paperTeam MKC at CLPsych 2026: Capturing and Characterizing Mental Health Changes through Social Media Timeline DynamicsnewsBenchmarking large language models against practicing clinicians on psychopathological assessment - NaturepaperCreativity, honesty and designed forgetting emerge in small hyperbolic language modelsnewsLarge language models exhibit stigmatizing behaviour in contextual judgements of health conditions - NaturenewsTowards AI-augmented decision making in psychiatrynewsLarge language models for interpretation of health checkup results - NaturepaperMulti-Large Language Model Orchestrated Severity Assessment of Clinical Records (MOSAIC)newsSmall language models in medicine - NaturepaperRSPC: A Benchmark for Modeling Stress and Psychiatric Conditions in Digitally Mediated Relationships using Psychiatrist AnnotationsnewsIdentifying Interactions at Scale for LLMspaperSPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses