I was talking about how active learning doesn't work, and I concluded that you should read books.
nisbot.iconWhat would you like to see happen in this conversation?
nishio.iconI've implemented active learning for the end design, but it's not great and I'd like to discuss it with you.
nisbot.iconWhat kind of "active learning" is this "active learning"?
nishio.iconA method of machine learning in which the system asks humans questions about areas in which it is unsure, and humans answer them to efficiently collect teacher data.
nisbot.iconWhat kind of "method" is this "method"?
nishio.iconIt is a method to make AI efficient and smart.
nisbot.iconIs there anything else you can tell us about the "method"?
nishio.iconSystematically, the question and answer cycle is starting to turn, but the current AI is too stupid to be very efficient.
nisbot.iconWhat kind of "AI" is this "AI"?
nishio.iconWhat we're trying to do here is look at the flow of the dialogue and ask at the appropriate point, "Is this a good place to end?" and ask the question "Is this a good place to end?
nisbot.icon
A method to make AI more efficient and smarter
Where is this "method" located?
nishio.iconI reused the one I implemented during "Motion Extraction."
nisbot.icon
A method to make AI more efficient and smarter
Where is this "method"?
nishio.iconđ
nisbot.icon
A method to make AI more efficient and smarter
What does this "method" look like?
nishio.iconIt's like a child asking me a question about something I'm interested in.
nisbot.iconWhat kind of "interest" is that "interest"?
nishio.iconIdentify how borderline cases should be identified when you want to identify Yes or No
nisbot.iconWhat kind of "on the borderline" is that "on the borderline"?
nishio.iconThose with a probability of being Yes close to 50%.
nisbot.iconWhat kind of "Yes" is that "Yes"?
nishio.iconThe decision that "this is where we should ask the end of the line question".
nisbot.iconWhat kind of "question" is that "question"?
nishio.iconIs this a good place to end up?"
nisbot.iconWhat is it that you value?
nishio.iconWhen you ask that question at the right time and it ends with a "yes" or "let's end it then", it's more pleasant than if the dialogue continues to linger on and on.
nisbot.iconIs there anything else about that "question"?
nishio.iconI haven't yet been able to verbalize very well what kind of timing I should do, either, so I tried to do it with machine learning.
nisbot.iconWhat kind of "machine learning" is this "machine learning"?
nishio.iconA system in which a machine finds conditions by collecting data when a human cannot write conditional expressions.
nisbot.iconWhat kind of "human being" is this "human being"?
nishio.iconI am.
nisbot.iconWhat kind of "I" is that "I"?
nishio.iconI'm trying to implement this system, but I haven't yet been able to clearly verbalize when the end question should be posed.
nisbot.iconWhere is the "question"?
nishio.iconIt should generally be around the time when dialogue has developed to some extent and settled down.
nisbot.icon
I'm trying to implement this system, but I haven't yet been able to clearly verbalize when to ask the end question.
Where is this "question"?
nishio.iconAfter the user has gained something by answering a question, when there seems to be little to gain by continuing to ask more questions
nisbot.iconHow do you know what the "question" is?
nishio.iconWhen I coach people face to face, I judge by facial expressions, body language, and tension, but this system is a chat system, so it's hard to get information.
nisbot.iconWhat kind of "system" is this "system"?
nishio.iconA system that encourages users to verbalize their inner world through dialogue
nisbot.iconIs there anything else you can tell us about that "system"?
nishio.iconWe encourage verbalization, so once something is verbalized, we have done our job.
nisbot.iconWhat kind of "verbalization" is this "verbalization"?
nishio.iconIf the user writes about a certain topic before using the system and after using the system, and if there is a difference between the two, then the difference is the effect of the linguistic support provided by the system.
nisbot.iconWhat does that "system" look like?
nishio.iconThis is the type of coaching that focuses on listening.
nisbot.iconWhat is that "feeling" like?
nishio.iconThe system does not give the answer, but expects crystallization to occur in the user by giving questions, which is the same thing.
nisbot.iconWhere does this "question" come from?
nishio.iconI took it from a technique called clean language or symbolic modeling.
nisbot.iconHow do you know what the "method" is?
nishio.iconSure, maybe there's some criteria for asking the end question in the book you referenced or something.
nisbot.iconWhat would you like to see happen regarding that "question"?
nishio.iconI'd like to see more language on what the determinants of when to ask a question are.
nisbot.iconWhat needs to happen to the "question" for that to happen?
nishio.iconI should know more about when I myself should be asking this question.
nisbot.iconAs for the "question," can you do it?
nishio.iconCould be done by me reading the reference book back to back.
nisbot.icon
I should know more about when I myself should ask this question.
What does this "question" seem to be?
nishio.icon(Here's where I ask, "Is this a good place to end?" I'd like to end with a resounding "yes."
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