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Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations

23 February 2021

Shrikanth Narayanan

Papers citing "Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language Representations"

26 / 26 papers shown

Title
AI-Augmented LLMs Achieve Therapist-Level Responses in Motivational Interviewing Yinghui Huang Yuxuan Jiang Hui Liu Yixin Cai Weiqing Li Xiangen Hu AI4MH 226 0 0 23 May 2025
Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies Nikolaos Flemotomos Víctor R. Martínez Zhuohao Chen Karan Singla V. Ardulov ... S. P. Lord Tad Hirsch Zac E. Imel David C. Atkins Shrikanth Narayanan 39 47 0 22 Feb 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 817 42,055 0 28 May 2020
Feature Fusion Strategies for End-to-End Evaluation of Cognitive Behavior Therapy Sessions Zhuohao Chen Nikolaos Flemotomos V. Ardulov Torrey A. Creed Zac E. Imel David C. Atkins Shrikanth Narayanan 39 13 0 15 May 2020
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Chien-Sheng Wu Guosheng Lin R. Socher Caiming Xiong 61 323 0 15 Apr 2020
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 185 1,524 0 01 Nov 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 320 326 0 21 Aug 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 232 8,433 0 19 Jun 2019
How to Fine-Tune BERT for Text Classification? Chi Sun Xipeng Qiu Yige Xu Xuanjing Huang 87 1,525 0 14 May 2019
DocBERT: BERT for Document Classification Ashutosh Adhikari Achyudh Ram Raphael Tang Jimmy J. Lin LLMAG VLM 53 299 0 17 Apr 2019
Modeling Interpersonal Linguistic Coordination in Conversations using Word Mover's Distance Md. Nasir Sandeep Nallan Chakravarthula Brian R. Baucom David C. Atkins P. Georgiou Shrikanth Narayanan 32 15 0 12 Apr 2019
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission Kexin Huang Jaan Altosaar Rajesh Ranganath OOD 108 905 0 10 Apr 2019
Publicly Available Clinical BERT Embeddings Emily Alsentzer John R. Murphy Willie Boag W. Weng Di Jin Tristan Naumann Matthew B. A. McDermott AI4MH 158 1,979 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 167 5,659 0 25 Jan 2019
Multi-label Multi-task Deep Learning for Behavioral Coding James Gibson David C. Atkins Torrey A. Creed Zac E. Imel P. Georgiou Shrikanth Narayanan 40 34 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural Therapy L. Rojas-Barahona Bo-Hsiang Tseng Yinpei Dai Clare Mansfield Osman Ramadan Stefan Ultes Michael Crawford Milica Gasic AI4MH 31 23 0 03 Sep 2018
Towards an Unsupervised Entrainment Distance in Conversational Speech using Deep Neural Networks Md. Nasir Brian R. Baucom Shrikanth Narayanan P. Georgiou 33 12 0 23 Apr 2018
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 605 2,230 0 25 Jul 2017
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English Su Lin Blodgett Brendan O'Connor 66 148 0 30 Jun 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Massive Exploration of Neural Machine Translation Architectures D. Britz Anna Goldie Minh-Thang Luong Quoc V. Le 63 519 0 11 Mar 2017
TensorFlow: A system for large-scale machine learning Martín Abadi P. Barham Jianmin Chen Zhiwen Chen Andy Davis ... Vijay Vasudevan Pete Warden Martin Wicke Yuan Yu Xiaoqiang Zhang GNN AI4CE 433 18,361 0 27 May 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 568 27,311 0 01 Sep 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014