🔥The 9th Round of Easy Loan, Earn $40 Reward is in progress❗️ ⏰ Promotion Period: January 15th - Feburary 15th, 2025 👉 Register now and check more details at gate.io/campaigns/358

How to build more explainable depression detection models that the clinicians want to use? Check Aya Zirikly Mark Dredze work on how using PHQ-9 auxiliary models can better explain depression detection models JHU CLSP

The relationship between multiple mental health conditions are explorable and exploitable. To learn more check the work "Are You Really Okay? A Transfer Learning-based Approach for Identification of Underlying Mental Illnesses" by Ankit Aich and colleagues

How are language-based predictions of psychological factors associated with more frequent mood changes? Check out the work from World Well-Being Prj at #CLPsych to learn interesting associations, and about how transformer-based models track mental health signals over time. #NAACL2022

What is Linguistic Synchrony? How can it be measured? And what is it good for? Work by Natalie Shapira et al. "Measuring Linguistic Synchrony in Psychotherapy" at CLPsych

Check out shared task paper by John Culnan et al. where authors used RoBERTa-based models and a feature representing time between posts to model changes in mood over time in Reddit posts.

Neural networks can extract emotions from online therapy messages and predict depression and anxiety, a work by Hannah Burkhardt and colleagues at CLPsych.

To what extent do people who engage in non-suicidal self-injury conceptualize their behavior as an addiction? Using #reddit data we identify shared language across #NSSI and #SubstanceUse Reddits, showing borrowed #recovery language when describing self-harm

Check out shared task paper "Multi-Task Learning to Capture Changes in Mood Over Time". The authors investigate the impact of using MTL to predict mood changes over time of social media users --From: uOttawa-AI

Daeun Lee et al. developed the suicidality detection model C-GraphSAGE based on a graph neural network to grasp the dynamic semantic information of social media post by using the suicide vocabulary efficiently.

Yaara Shriki and colleagues in "Masking Morphosyntactic Categories to Evaluate Salience for Schizophrenia Diagnosis" fine-tune a language model and mask nouns, verbs and some other morphosyntactic categories to detect transcribed speech of patients diagnosed with schizophrenia

CLPsych 2024 is collocated with EACL and the first CFP is out. We are looking forward to seeing your submissions clpsych.org

📢CLPsych Shared Task '24 🗓️Registration deadline: December 10th ℹ️If you are interested in working with LLMs for "explaining stuff" or in #NLProc for mental health, check out the CLPsych page! clpsych.org/shared-task-20… Team:Dana Atzil-Slonim @jennycwchim Dimitris Gkoumas Maria Liakata

Deadline Extension!!! CLPsych 2024 is accepting papers till December 22nd 11:59pm AoE

CLPsych is live on Bluesky bsky.app/profile/clpsyc…

Deadline is coming soon to submit your amazing work to CLPsych (end of January) clpsych.org via softconf softconf.com/naacl2025/CLPs…

We are extending the submission deadline of CLPsych 2025 to February 16th. Please submit via softconf.com/naacl2025/CLPs…

CLPsych 2025 shared task registration is now open -- deadline is February 9th. We hope you can participate! clpsych.org/shared-task/

Registration award alert to NAACL and CLPsych, please check our website for more details clpsych.org

CLPsych 2025 NAACL HLT 2025 is happening soon! We're looking forward to seeing you all. Stay tuned for the Best Poster Award, which will be voted on the day of the workshop after the poster session.