Publications

Peer-reviewed papers, conference work, preprints, and contributions. For the latest list, see Google Scholar.

Journals

Ankit Thakkar, Dhara Mungra, Anjali Agrawal, Kinjal Chaudhari. “Improving the performance of sentiment analysis using enhanced preprocessing technique and Artificial Neural Network.” IEEE Transactions on Affective Computing · 2022 · Paper
Alex Bollington, Marcia DeLonge, Dhara Mungra, Matthew Hayek, Mustafa Saifuddin, Sonali Shukla McDermid. “Closing research investment gaps for a global food transformation.” Frontiers in Sustainable Food Systems · 2021
Dhara Mungra, Anjali Agrawal, Priyanka Sharma, Sudeep Tanwar, Mohammad S. Obaidat. “PRATIT: a CNN-based emotion recognition system using histogram equalization and data augmentation.” Multimedia Tools and Applications · 2020 · Paper
Ankit Thakkar, Dhara Mungra, Anjali Agrawal. “Sentiment analysis: an empirical comparison between various training algorithms for artificial neural network.” International Journal of Innovative Computing and Applications · 2020 · Paper
Dhara Mungra, Anjali Agrawal, Ankit Thakkar. “A voting-based sentiment classification model.” Springer Singapore · 2019 · Paper

Conference

Kevin Weston, Vahid Janfaza, Abhishek Taur, Dhara Mungra, Arnav Kansal, Mohamed Zahran, Abdullah Muzahid. “Post-Silicon Customization Using Deep Neural Networks.” Architecture of Computing Systems, Springer · 2023 · Paper

Preprints

Clara Vania, Phu Mon Htut, William Huang, Dhara Mungra, Richard Yuanzhe Pang, Jason Phang, Haokun Liu, Kyunghyun Cho, Samuel R. Bowman. “Comparing test sets with item response theory.” arXiv · 2021 · Paper
Haokun Liu, William Huang, Dhara Mungra, Samuel R. Bowman. “Precise task formalization matters in Winograd schema evaluations.” arXiv · 2020 · Paper

Contributions

“What Ingredients Make for an Effective Crowdsourcing Protocol for Difficult NLU Data Collection Tasks?” Paper
“Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an Audit.” Paper