Carl rogers reflective listening how to#

Many AI dialog research papers, inclucding Neural Convesation Model, use social media and media subtitle sources as training data. (For more information see this video where he describes and demonstrates his techniques or Carl Roger's book On Becoming a Person) Consistent Voiceīecause machine learning requires 'big data,' it will require many different counselors to create enough data. Carl Rogers was very optimistic about human nature and he believed people have 'a basically positive direction.' Rogers said 'The curious paradox is that when I accept myself just as I am, then I can change.' It means being less repressed in feeling, and more accepting. It means being less defensive, and more adaptive. It means having higher frustration tolerance, and being more mature.

It means being more realistic, more integrated and effective. It means thinking less rigidly, seeing the world in less black and white terms. Self actualization is living up to your potential. Carl Rogers asserted if he could provide a relationship with empathy, non-judgement, positive regard, and authenticity it would enable self actualization in the client.

Purpose of reflective listeningĬarl Rogers was a popular American psychologist and he pioneered reflective listening. It concludes with proposals for other potential issues including ethics, privacy and data collection. This document is also a primer on state of the art deep learning algorithms for dialog generation. Reflective listening techniques avoid the inconsistent voice problem, largely by deflecting personal questions. The inconsistent voice problem is conflicting responses often in response to personal or situational questions. This proposal explains how reflective listening solves the inconsistent voice problem that occurs in many chatbots. Daily Dialog: A Manually Labelled Multi-turn Dialogue Dataset 2017.Data set can be obtained through external partnership.

Carl rogers reflective listening how to#

How to help someone feel better: NLP for mental health - NLP research and analysis of effective counseling messages and techniques, includes a data source from crisis text line with over 80,000 counseling sessions.

It is availabe through an api currently in limited beta.

GPT-3 - Open AI transformer-based langauge model, trained on 175B parameters and 499B word tokens and at an estimated cost of $4.6M.

Generates realistic and coherent synthetic text.

GPT-2 Open AI large (1.5B parameters) transformer-based language model.

Towards a Human-like Open-Domain Chatbot blog - 2020 - Google Brain presents Meena, a chatbot trained on 40B words on 2.6B parameter neural network.

Albert (previously Bert ) - Google's transformer-based language model.

Recipes for building an open-domain chatbot / blog - 2020 Facebook blender bot trained on reddit data is open source.

Microsoft also produced, but shut down English chatbots: Tay and Zo.

Xiaoice is a conversational Chinese Microsoft Chatbot.

Other Commercial apps: Replika (open source cake chat), X2AI Tess Also see Machine Learning and the Profession of Medicine

In 2017, Stanford Psychologist Alison Darcy launched woebot, a chatbot programmed to implement cognitive behavioral therapy based on this research.

Ellie, a virtual therapist, has been used in a study to diagnose PTSD for the US military and DARPA.

In 1966 Joseph Weizenbaum created Eliza, a rogerian therapist, which is based on keyword matching.

Turing Test by Alan Turing in 1950 Proposes imitation game testing if users can distinguish a live person from a machine.

Here is a list of related research and commercial apps: Research and commercial apps Carl is an acronym for computer assisted reflective listener, and an homage to Carl Rogers, the pioneer of reflective listening. This training data and advanced machine learning techniques train a chatbot capable of counseling clients or assisting counselors with suggestions. Counselors chat with clients using reflective listening and generate dialog training data. Carl is a proposed project to create a deep learning chatbot for counseling.