Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health care

23 June 2024

Papers citing "Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health care"

18 / 18 papers shown

Title
A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics Kai He Rui Mao Qika Lin Yucheng Ruan Xiang Lan Mengling Feng Min Zhang LM&MA AILaw 209 173 0 28 Jan 2025
ChatCounselor: A Large Language Models for Mental Health Support June M. Liu Donghao Li He Cao Tianhe Ren Zeyi Liao Jiamin Wu AI4MH 70 39 0 27 Sep 2023
Emotion fusion for mental illness detection from social media: A survey Tianlin Zhang Kailai Yang Shaoxiong Ji Sophia Ananiadou 63 55 0 19 Apr 2023
Identifying Mentions of Pain in Mental Health Records Text: A Natural Language Processing Approach Jaya Chaturvedi S. Velupillai Robert Stewart A. Roberts 33 5 0 03 Apr 2023
MentalBERT: Publicly Available Pretrained Language Models for Mental Healthcare Shaoxiong Ji Tianlin Zhang Luna Ansari Jie Fu Prayag Tiwari Min Zhang VLM AI4MH 65 230 0 29 Oct 2021
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support Hao Sun Zhenru Lin Chujie Zheng Siyang Liu Minlie Huang RALM 55 85 0 03 Jun 2021
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models Go Inoue Bashar Alhafni Nurpeiis Baimukan Houda Bouamor Nizar Habash 73 235 0 11 Mar 2021
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction Hassan Alhuzali Sophia Ananiadou 99 90 0 25 Jan 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic Muhammad Abdul-Mageed AbdelRahim Elmadany El Moatez Billah Nagoudi VLM 112 461 0 27 Dec 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 152 2,428 0 23 Apr 2020
AraBERT: Transformer-based Model for Arabic Language Understanding Wissam Antoun Fady Baly Hazem M. Hajj 113 970 0 28 Feb 2020
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 368 6,455 0 26 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 659 24,464 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 230 8,433 0 19 Jun 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 156 1,974 0 06 Apr 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 156 5,659 0 25 Jan 2019
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 214 11,556 0 15 Feb 2018
Using millions of emoji occurrences to learn any-domain representations for detecting sentiment, emotion and sarcasm Bjarke Felbo A. Mislove Anders Søgaard Iyad Rahwan Sune Lehmann 87 744 0 01 Aug 2017