Natural Language Generation at Google Research

  Рет қаралды 116,012

Google Cloud Tech

Google Cloud Tech

Күн бұрын

In this episode of AI Adventures, Yufeng interviews Google Research engineer Justin Zhao to talk about natural text generation, recurrent neural networks, and state of the art research!
Learn more through our hands-on labs → goo.gle/3jacNxx
RNNs in TensorFlow: goo.gl/ss5dEY
Character-level language models: goo.gl/ffcq52
Watch more episodes of AI Adventures: goo.gl/UC5usG
Subscribe to get all the episodes as they come out: goo.gl/S0AS51
#AIAdventures

Пікірлер: 68
@SogMosee
@SogMosee 3 жыл бұрын
When the two smartest kids work together on a group project and present skynet to the class.
@zakuro8532
@zakuro8532 3 жыл бұрын
which skynet though
@ropro9817
@ropro9817 6 жыл бұрын
More of these videos please! Love this series!
@oonid
@oonid 6 жыл бұрын
the talk looks very.. natural :D I mean naturally entertaining with lots of information about NLP and RNN :) great episode!
@beignet1682
@beignet1682 6 жыл бұрын
I'm a total newbie in this, but that's the world I'm living in so I'm trying to learn and I absolutely love your videos - recommended by a friend. thank you so much for the videos !
@kimberlywellington4198
@kimberlywellington4198 4 жыл бұрын
This was awesome! I love the way you two interacted and shared the information. I understood the points in this video and I'm totally looking forward to watching the other videos in this series.
@abhishek_0010
@abhishek_0010 6 жыл бұрын
It was a great episode...! Loved it. Most importantly i understood what is going on in here. Thank you.
@amitxerxes8465
@amitxerxes8465 6 жыл бұрын
This was awesome! Great video and great research!
@user-ri8er5pn4k
@user-ri8er5pn4k 4 жыл бұрын
thanks for your conversation, begin know a little about the natural language generation from structured data.
@marcusaurielius7237
@marcusaurielius7237 6 жыл бұрын
love this format
@shashankbarole
@shashankbarole 5 жыл бұрын
More videos like these please ! loved it thanks a lot
@abhishekfnu7455
@abhishekfnu7455 3 жыл бұрын
I am feeling lucky to find this video on the internet. Super Cool techniques. Very interesting topic.
@JoeCodeswell
@JoeCodeswell 3 жыл бұрын
What fun. Thanks for making this accessible.
@BlakeEdwards333
@BlakeEdwards333 5 жыл бұрын
Great video!!! Thank you!
@Otonium
@Otonium 5 жыл бұрын
Awesome video as usual!
@Spacebaby21
@Spacebaby21 6 жыл бұрын
Informative, thank you.
@grugj
@grugj 5 жыл бұрын
Thank you !
@santoshvaidya3752
@santoshvaidya3752 6 жыл бұрын
this is amazing and very informative.................
@JoeDoeOutdoors
@JoeDoeOutdoors 6 жыл бұрын
Hi I really enjoy your page ☺ Keep it up!
@Garentei
@Garentei 3 жыл бұрын
Great interviewer
@jenn8220
@jenn8220 2 жыл бұрын
Very helpful video!!! Love it
@muruganandanarumugam1617
@muruganandanarumugam1617 6 жыл бұрын
really superb
@luis96xd
@luis96xd 6 жыл бұрын
This is an excellent video!
@PoosNweez
@PoosNweez 6 жыл бұрын
thanks for sharing
@jakeroosenbloom
@jakeroosenbloom 6 жыл бұрын
This was so amazing! It would be nice to have when their research in these videos is actually being applied to Google's Product like a timeline maybe?
@TeganBurns
@TeganBurns 6 жыл бұрын
Do you think it's not? lol
@RobertoCarlos-zu2ll
@RobertoCarlos-zu2ll 6 жыл бұрын
I agree with Jake, they talk in the video about following the conversation and for example Google Assistant doesn't follow you, it's hard to get the help you need instead of just web searching.
@kerron68
@kerron68 5 жыл бұрын
very good at explaining
@jojo21861
@jojo21861 5 жыл бұрын
very helpful video !
@junyank1846
@junyank1846 3 ай бұрын
It's kind of surreal watching this in 2024. Especially considering the part at the end when they joke about writing a research paper using one of the models. 2 years later ChatGPT would be released, and today, it's basically commonplace to write a research paper with the help of these very models described in the video.
@roryridge4242
@roryridge4242 4 жыл бұрын
Great overview and approachable. Do you give talks at schools?
@forrestcarbonell509
@forrestcarbonell509 3 жыл бұрын
Justin seems like such a humble guy
@adarsh_hatwar
@adarsh_hatwar 6 жыл бұрын
awesome video :)
@andenandenia
@andenandenia 6 жыл бұрын
About RNN. As you said, if u know the word u said, and the word u said before, then u can figure out the next word. (LIKE A MARKOW CHAIN). Insted of RNN, why not let the loop connect itself externally.... the 2 words u say can come as input to the neural network from the ear.... because u said the words....and u can hear yourself...so the words come as input using an ear. This must be an even more basic approach then having internal loops in the NN.
@jakeroosenbloom
@jakeroosenbloom 6 жыл бұрын
andenandenia I suppose the RNN at the end of the day would be more 'Natural'
@Radoblenc
@Radoblenc 3 жыл бұрын
I still don't know how you guys do it. AI is beyond disabilities and languages. My 12 year old son Kevin has autism and severe learning disabilities, physically he is absolutely fine. Yet he can breeze pass through his favourite songs on KZfaq on any new device that he comes across. At first we noticed he types "asdfgh" or any random array of letters, the AI recognises him as a kid and shows him an "abc kids song". He takes the pathway to quickly scan through the many options of songs "baby shark", "wiggles", "bounce patrol" and the next thing you know he's on Meghan Trainor, Bruno Mars, Pharrell Williams etc. He can switch languages to Hindi songs and English back and forth, though he can't understand any of the languages. We have given him completely new devices and he's managed to get his playlist. He has his own tablet where he's restricted and isn't allowed youtube till he completes 13. He has found a way to get around that too. He clicks an advert which takes him to google play. On Google Play he surfs a video option among the sample images, that takes him to youtube on the browser. The rest is easy peasy. Isn't that convoluted enough for any standards. Hats off to what you guys do, amazing neural network. I'm thoroughly impressed, it has taught me that intelligence is beyond what we comprehend from our traditional assessment and the possibilities are limitless even for those without conventional intelligence. Bravo you guys.
@zhangxiang18
@zhangxiang18 6 жыл бұрын
The video is just awesome. May I know when Google Cloud Platform will launch a NLG API sot that average people like me can leverage it to create texts from structured data?
@mithsaradasanayake3211
@mithsaradasanayake3211 2 жыл бұрын
Awesome
6 жыл бұрын
Fan of that humor!!!
@tallurinagapoornima2356
@tallurinagapoornima2356 5 жыл бұрын
Suppose if I have a directory of files and images and all my data on my own pc, by passing a text message of data I want I have to access that file . We have to train the model such that it understands the text message I pass. Please say me how can I do that using nlp
@micheleleggieri109
@micheleleggieri109 3 ай бұрын
Great!!! But... where are the tons of links? 🧐
@motoracingxp
@motoracingxp 5 жыл бұрын
please explain RNN in details.
@moumitadhar190
@moumitadhar190 6 жыл бұрын
I like it
@tonini617
@tonini617 2 жыл бұрын
More on NLP please!!!
@elbouziadyabderrahim8086
@elbouziadyabderrahim8086 6 жыл бұрын
awesome and rich video
@achyutanandasahoo4775
@achyutanandasahoo4775 6 жыл бұрын
cool. good for beginners.
@mohits94
@mohits94 4 жыл бұрын
Gave you a like for the Hindi example!
@amalaugustine2183
@amalaugustine2183 4 жыл бұрын
how to do seo with NLP
@malingatembo8850
@malingatembo8850 7 ай бұрын
Please make a followup with transformers
@gandikotanagarjuna212
@gandikotanagarjuna212 2 жыл бұрын
Natural language generation is focused on ? Please answer my question.
@aravindemails
@aravindemails 6 жыл бұрын
How to use image data with natural processing language ?
@TeganBurns
@TeganBurns 6 жыл бұрын
They have an API for recognizing text in images and video. The just feed it to their Natural Language API.
@aravindemails
@aravindemails 6 жыл бұрын
Tegan Burns thanks
@mobiusinversion
@mobiusinversion 5 жыл бұрын
Next time how about a demo?
@krispan182
@krispan182 6 жыл бұрын
1:12 Let's talk about Google's latest research! *Pulls up a Macbook
@roryridge4242
@roryridge4242 4 жыл бұрын
😂
@teeperry547
@teeperry547 4 жыл бұрын
Threadcount
@jimnason7293
@jimnason7293 4 жыл бұрын
Dude, I think I'm ahead of Google --- Like the video :-)
@user-or7ji5hv8y
@user-or7ji5hv8y 6 жыл бұрын
Why use character based approach instead of word based approach? An alphabet doesn’t have any semantic like a word would.
@samarabob
@samarabob 6 жыл бұрын
Character level allows a much smaller vocabulary size (imagine 24 letters vs. tens of thousands of words) and actually often handles semantic/syntactic relations better. If a word-based model only knows the word "sing", for it "sings", "singer", etc. are just unknown words, whereas a character-based model can capture these similarities.
@mikexue5104
@mikexue5104 5 жыл бұрын
@@samarabob no, current NLP has a very basic function of lemmatization, so machine can tell the diifference as you listed. so, i still don't understand the goodness of character-based method.
@ahlamabdulghani7056
@ahlamabdulghani7056 4 жыл бұрын
@@mikexue5104, I think character-based approach can solve the problem of unknown words, thus it can generate more choices of words.
@matthews4159
@matthews4159 6 жыл бұрын
M-5, a computer that has synapse's like those of the human brain... - stop the attack, kzfaq.info/get/bejne/r8CHiMRmtLiXeKM.html - tie in, kzfaq.info/get/bejne/oNB5nZBj3N2ZY6M.html 1968 star trek en.wikipedia.org/wiki/The_Ultimate_Computer
@kratosjordan8438
@kratosjordan8438 2 жыл бұрын
原来中美之间的AI大战,是华人内战!
@011azr
@011azr 6 жыл бұрын
Why did that guy on the right talk like a Valley girl? :/
@arar2012ify
@arar2012ify 5 жыл бұрын
If any someone come from doctor شاهد ☺
@eddisonlewis8099
@eddisonlewis8099 6 жыл бұрын
Awesome
@kavipritha9669
@kavipritha9669 6 жыл бұрын
Awesome
Distributed Training in the Cloud
4:45
Google Cloud Tech
Рет қаралды 27 М.
The moment we stopped understanding AI [AlexNet]
17:38
Welch Labs
Рет қаралды 824 М.
Slow motion boy #shorts by Tsuriki Show
00:14
Tsuriki Show
Рет қаралды 9 МЛН
Mom's Unique Approach to Teaching Kids Hygiene #shorts
00:16
Fabiosa Stories
Рет қаралды 34 МЛН
A little girl was shy at her first ballet lesson #shorts
00:35
Fabiosa Animated
Рет қаралды 15 МЛН
How Many Balloons Does It Take To Fly?
00:18
MrBeast
Рет қаралды 197 МЛН
Getting started with Natural Language Processing: Bag of words
6:27
Google Cloud Tech
Рет қаралды 40 М.
Jeff Dean (Google): Exciting Trends in Machine Learning
1:12:30
Rice Ken Kennedy Institute
Рет қаралды 170 М.
An Introduction to Natural Language Generation
48:40
MLCon | Machine Learning Conference
Рет қаралды 3,8 М.
Natural Language Processing: Crash Course Computer Science #36
11:50
How I'd Learn AI (If I Had to Start Over)
15:04
Thu Vu data analytics
Рет қаралды 762 М.
Machine Learning vs.  Deep Learning  vs.  Foundation Models
7:27
IBM Technology
Рет қаралды 57 М.
КРУТОЙ ТЕЛЕФОН
0:16
KINO KAIF
Рет қаралды 6 МЛН
low battery 🪫
0:10
dednahype
Рет қаралды 1,4 МЛН
АЙФОН 20 С ФУНКЦИЕЙ ВИДЕНИЯ ОГНЯ
0:59
КиноХост
Рет қаралды 1,2 МЛН
İĞNE İLE TELEFON TEMİZLEMEK!🤯
0:17
Safak Novruz
Рет қаралды 1,1 МЛН