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…5 min read·May 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…3 min read·May 5, 2020--1--1
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…4 min read·Dec 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 !11 min read·Nov 11, 2019----
Ashish KumarStaying Sane and Optimistic amid the AI Ballyhoo!Ashish Kumar, VP AI Product9 min read·Jul 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…6 min read·Mar 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…3 min read·Mar 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…2 min read·Mar 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…3 min read·Mar 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…3 min read·Mar 18, 2016----