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NLP Enthusiast? Try #NaturalQuestions(NQ) corpus by #Google has released a new question answering dataset called the #NQ. Its a new, large-scale corpus for training and evaluating open-domain question answering systems and the first to replicate the end-to-end process in which people find answers to questions
NQ is the first dataset to use naturally occurring queries and focuses on finding answers by reading an entire page, rather than extracting answers from a short paragraph. Google also claims that the quality of the annotations in the NQ corpus has been measured at 90% accuracy.
NQ is large, consisting of 300,000 naturally occurring questions, along with human annotated answers from #Wikipedia pages.
Interestingly, Google has also announced a challenge based on this data to help advance natural language understanding in computers.
Paper linked to the research: https://lnkd.in/fNg3ZtT
Challenge website and dataset: https://lnkd.in/frNYrUE
❇️ @AI_Python_EN
NQ is the first dataset to use naturally occurring queries and focuses on finding answers by reading an entire page, rather than extracting answers from a short paragraph. Google also claims that the quality of the annotations in the NQ corpus has been measured at 90% accuracy.
NQ is large, consisting of 300,000 naturally occurring questions, along with human annotated answers from #Wikipedia pages.
Interestingly, Google has also announced a challenge based on this data to help advance natural language understanding in computers.
Paper linked to the research: https://lnkd.in/fNg3ZtT
Challenge website and dataset: https://lnkd.in/frNYrUE
❇️ @AI_Python_EN
Why 2019 is the year of Knowledge Graphs?
✔️#Knowledgegraph became a centerpiece of #Accentur and #Microsoft ’s toolkits.
✔️Knowledge graph lessons from Google, #Facebook, #eBay, #IBM.
✔️Graph algorithms and analytics by #Neo4j, #Nvidia and #AWS.
More about the why?
https://lnkd.in/g87BTrH
💥Great resources to get some hands-on experience:
✅ Implementing Knowledge Graphs in #Enterprises:
https://lnkd.in/ghisXMw
✅ How #Google’s Knowledge Graph Updates Itself:
https://lnkd.in/gayCpPw
✅ Extracting knowledge from knowledge graphs using #Facebook #Pytorch BigGraph.
https://lnkd.in/gHgj6AH
✅ The Data Fabric for #MachineLearning : #DeepLearning on Graphs. By Favio Vazquez
https://lnkd.in/gsCnTTM
✅ Why Knowledge Graphs Are Foundational to #ArtificialIntelligence
https://lnkd.in/g5WVARe
Absolutely essential for data scientists to upskill themselves, Knowledge Graphs are coming...
#datascience #AI
✴️ @AI_Python_EN
✔️#Knowledgegraph became a centerpiece of #Accentur and #Microsoft ’s toolkits.
✔️Knowledge graph lessons from Google, #Facebook, #eBay, #IBM.
✔️Graph algorithms and analytics by #Neo4j, #Nvidia and #AWS.
More about the why?
https://lnkd.in/g87BTrH
💥Great resources to get some hands-on experience:
✅ Implementing Knowledge Graphs in #Enterprises:
https://lnkd.in/ghisXMw
✅ How #Google’s Knowledge Graph Updates Itself:
https://lnkd.in/gayCpPw
✅ Extracting knowledge from knowledge graphs using #Facebook #Pytorch BigGraph.
https://lnkd.in/gHgj6AH
✅ The Data Fabric for #MachineLearning : #DeepLearning on Graphs. By Favio Vazquez
https://lnkd.in/gsCnTTM
✅ Why Knowledge Graphs Are Foundational to #ArtificialIntelligence
https://lnkd.in/g5WVARe
Absolutely essential for data scientists to upskill themselves, Knowledge Graphs are coming...
#datascience #AI
✴️ @AI_Python_EN
Here's a demo of image classification with the webcam by using #tensorflowjs, the entire code is being run in the browser!
#machinelearning in the browser is the next big frontier of AI, as the world's 50% population is now online.
#Google's #tensorflowjs makes it easier to train and deploy machine learning/deep learning models in the browser itself. No major installations required, just a browser and internet!
https://lnkd.in/gxZvTJj
#ai #datascience #machinelearners #deeplearning
✴️ @AI_Python_EN
#machinelearning in the browser is the next big frontier of AI, as the world's 50% population is now online.
#Google's #tensorflowjs makes it easier to train and deploy machine learning/deep learning models in the browser itself. No major installations required, just a browser and internet!
https://lnkd.in/gxZvTJj
#ai #datascience #machinelearners #deeplearning
✴️ @AI_Python_EN
Analytics Vidhya
Build a Machine Learning Model in your Browser using TensorFlow.js
Building a machine learning model in your browser? It's now possible using tensorflow.js (previously deeplearn.js)! Learn how it works in this article.
Omid Sarfarzadeh and Maysam Asgari-Chenaghlu , we will have a session on #DeepNLP and it’s applications to #SearchEngine and #Chatbot in #Google’s #DevFest, Istanbul. We will be honored to represent adesso Turkey. Thanks to Tufan K. and all adesso Turkey family to provide this chance for us. More information is provided as follows:
#DeepLearning #DeepNLP #NLP #chatbot #SearchEngine #adesso #adessoTurkey
https://devfest.istanbul
https://dfist19.firebaseapp.com/
❇ @AI_Python_EN
#DeepLearning #DeepNLP #NLP #chatbot #SearchEngine #adesso #adessoTurkey
https://devfest.istanbul
https://dfist19.firebaseapp.com/
❇ @AI_Python_EN