We have encountered interesting challenges with regard  to ambiguity in interpreting cultural slang in Hebrew. (7/🧵)

#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024

🤔 But there's more – we uncovered ambiguities in IP and ER coding, which causes high confusion in some of the class predictions. (6/🧵)

#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024

📈 Results are in❗ Our best adapters achieve on-par performance with fully fine-tuned models, while having a fraction of the computational cost. (5/🧵)

#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024

Our latest study breaks new ground by analyzing therapy dialogues not just from one side, but BOTH – capturing the intricate dance between client emotions and therapist interventions. (3/🧵)

#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc #EACL2024

Can NLP assist psychotherapy research? YES ✨

Our paper on Clinical NLP will be presented today at #EACL2024 at 16:15 CET – read more about it in this 🧵(1/8)

#Psychotherapy #ClinicalNLP #NLPforMentalHealth #NLProc