192 citations · 769 across the 81 of their papers we have counts for
6 papers · 1 filter
Map Enhanced Route Travel Time Prediction using Deep Neural Networks
Soumi Das, Rajath Nandan Kalava, Kolli Kiran Kumar +4
Travel time estimation is a fundamental problem in transportation science with extensive literature. The study of these techniques has intensified due to availability of many publi…
Incremental Fairness in Two-Sided Market Platforms: On Smoothly Updating Recommendations
Gourab K Patro, Abhijnan Chakraborty, Niloy Ganguly +1
Major online platforms today can be thought of as two-sided markets with producers and customers of goods and services. There have been concerns that over-emphasis on customer sati…
Regression Under Human Assistance
Abir De, Nastaran Okati, Paramita Koley +2
Decisions are increasingly taken by both humans and machine learning models. However, machine learning models are currently trained for full automation -- they are not aware that s…
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs
Soumya Sharma, Bishal Santra, Abhik Jana +3
Recently, biomedical version of embeddings obtained from language models such as BioELMo have shown state-of-the-art results for the textual inference task in the medical domain. I…
A Deep Generative Model for Code-Switched Text
Bidisha Samanta, Sharmila Reddy, Hussain Jagirdar +2
Code-switching, the interleaving of two or more languages within a sentence or discourse is pervasive in multilingual societies. Accurate language models for code-switched text are…
Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text
Bidisha Samanta, Niloy Ganguly, Soumen Chakrabarti
Multilingual writers and speakers often alternate between two languages in a single discourse, a practice called "code-switching". Existing sentiment detection methods are usually…