326 citations · 717 across the 90 of their papers we have counts for
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Scene Graph based Image Retrieval -- A case study on the CLEVR Dataset
Sahana Ramnath, Amrita Saha, Soumen Chakrabarti +1
With the prolification of multimodal interaction in various domains, recently there has been much interest in text based image retrieval in the computer vision community. However m…
PlotQA: Reasoning over Scientific Plots
Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra +1
Existing synthetic datasets (FigureQA, DVQA) for reasoning over plots do not contain variability in data labels, real-valued data, or complex reasoning questions. Consequently, pro…
Let's Ask Again: Refine Network for Automatic Question Generation
Preksha Nema, Akash Kumar Mohankumar, Mitesh M. Khapra +2
In this work, we focus on the task of Automatic Question Generation (AQG) where given a passage and an answer the task is to generate the corresponding question. It is desired that…
Frustratingly Poor Performance of Reading Comprehension Models on Non-adversarial Examples
Soham Parikh, Ananya B. Sai, Preksha Nema +1
When humans learn to perform a difficult task (say, reading comprehension (RC) over longer passages), it is typically the case that their performance improves significantly on an e…
ElimiNet: A Model for Eliminating Options for Reading Comprehension with Multiple Choice Questions
Soham Parikh, Ananya B. Sai, Preksha Nema +1
The task of Reading Comprehension with Multiple Choice Questions, requires a human (or machine) to read a given passage, question pair and select one of the n given options. The cu…
Efficient Video Classification Using Fewer Frames
Shweta Bhardwaj, Mukundhan Srinivasan, Mitesh M. Khapra
Recently,there has been a lot of interest in building compact models for video classification which have a small memory footprint (<1 GB). While these models are compact, they typi…
Re-evaluating ADEM: A Deeper Look at Scoring Dialogue Responses
Ananya B. Sai, Mithun Das Gupta, Mitesh M. Khapra +1
Automatically evaluating the quality of dialogue responses for unstructured domains is a challenging problem. ADEM(Lowe et al. 2017) formulated the automatic evaluation of dialogue…