Ashish KumarNLU datasets accelerating Conversational AI progressLack of training data for various tasks related to conversational AI , has been a bottleneck in its progress & adoption. Slot-filling bots…May 9, 2020May 9, 2020
Ashish KumarBlending the Blender for NLG tasks ?While it definitely works better than most of the open-domain dialog system , we wanted to test if it can be fine-tuned for some complex…May 5, 20201May 5, 20201
Ashish KumarDoes your AI system ‘know’ what it does not know !Question answering on unstructured data is considered a task, worthy of evaluating even a human learning a new language, and expected to…Dec 10, 2019Dec 10, 2019
Ashish KumarFinding the Elusive ‘U’ in NLUOne fine morning , Neo decides to take up a road, less travelled, decides to build a chatbot !Nov 11, 2019Nov 11, 2019
Ashish KumarStaying Sane and Optimistic amid the AI Ballyhoo!Ashish Kumar, VP AI ProductJul 16, 2018Jul 16, 2018
Ashish KumarCan DeepMind win ‘Jeopardy’ and Watson win ‘Go’?We are indeed living in interesting times, where we celebrate human-built machines defeating the best human minds at variety of activities…Mar 18, 2016Mar 18, 2016
Ashish KumarDeep learning & XgBoost : Winning it hands down !Earlier it was Random forest , the go-to algorithm for classification problems in most of the data science competitions. Correctly…Mar 18, 2016Mar 18, 2016
Ashish KumarDecoding the Gifting PsychologyResearchers state that the neurological activities in the brain (nucleus accumbens, responds strongly to rewards) of a gift recipient about…Mar 18, 2016Mar 18, 2016
Ashish KumarRandomized Forest :Thought vectors to build a new class of Ensemble algorithmsIt’s a known fact that bagging (an ensemble technique) works well on unstable algorithms like decision trees, artificial neural networks…Mar 18, 2016Mar 18, 2016
Ashish KumarThe Enigma of building ProductsWhat starts with a vague ‘Idea’, metamorphoses into a product with the potential of bringing positive disruptive changes in lives of…Mar 18, 2016Mar 18, 2016