Nov 2019
18 Mon
19 Tue
20 Wed
21 Thu
22 Fri
23 Sat 08:30 AM – 05:30 PM IST
24 Sun
Make a submission
Accepting submissions till 01 Nov 2019, 04:20 PM
Nov 2019
18 Mon
19 Tue
20 Wed
21 Thu
22 Fri
23 Sat 08:30 AM – 05:30 PM IST
24 Sun
Accepting submissions till 01 Nov 2019, 04:20 PM
##About the 2019 edition:
The schedule for the 2019 edition is published here: https://hasgeek.com/anthillinside/2019/schedule
The conference has three tracks:
#Who should attend Anthill Inside:
Anthill Inside is a platform for:
For inquiries about tickets and sponsorships, call Anthill Inside on 7676332020 or write to sales@hasgeek.com
#Sponsors:
Sponsorship slots for Anthill Inside 2019 are open. Click here to view the sponsorship deck.
#Bronze Sponsor
#Community Sponsor
Hosted by
Akhil Lohia
A common problem when using deep neural network models for classification problems is handling out of distribution data. In such scenarios, the classifiers tend to assign the new data point to one of the known classes with high probability, which can lead to unintended and potentially harmful consequences. At MakeMyTrip (MMT), we use deep learning based NLP classifier for understanding intent of utterances received by MMT’s chatbot Myra. Here we discuss how we handle user utterances of intents for which Myra has not been trained.
I am Akhil Lohia, data scientist at MakeMyTrip, where we’re developing Myra, MakeMyTrip’s task bot for assisting millions of our customers with post sale issues such as cancelling & modifying bookings, enquiring about flight status, baggage limits, refund status etc. Here I am presenting a very commonly faced problem in machine learning based classifiers, where such models can give unexpected results for out of sample data, and one approach to deal with this problem based on recent research. I obtained my BS in Economics from IIT Kanpur and MS in Data Science from Barcelona Graduate School of Economics. I have worked on research projects involving RCTs and estimation of structural models related to Indian demographics before joining MakeMyTrip.
https://docs.google.com/presentation/d/1669vbEH_2bAldARdA7vt0UyqPSTp6PkEAKLAJQ_s5UI/edit?usp=sharing
Nov 2019
18 Mon
19 Tue
20 Wed
21 Thu
22 Fri
23 Sat 08:30 AM – 05:30 PM IST
24 Sun
Accepting submissions till 01 Nov 2019, 04:20 PM
Hosted by
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