Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation. - Rishi Hazra; Parag Dutta; Shubham Gupta; Mohammed Abdul Qaathir; Ambedkar Dukkipati (NAACL-HLT, 2021)

CRUSH: Contextually Regularized and User anchored Self-supervised Hate speech Detection. - Souvic Chakraborty; Parag Dutta; Sumegh Roychowdhury; Animesh Mukherjee 001 (NAACL-HLT (Findings), 2022)

Deep Representation Learning for Prediction of Temporal Event Sets in the Continuous Time Domain. - Parag Dutta; Kawin Mayilvaghanan; Pratyaksha Sinha; Ambedkar Dukkipati (ACML, 2023)

Causal Feature Alignment: Learning to Ignore Spurious Background Features. - Rahul Venkataramani; Parag Dutta; Vikram Melapudi; Ambedkar Dukkipati (WACV, 2024)

Active Reinforcement Learning Strategies for Offline Policy Improvement. - Ambedkar Dukkipati; Ranga Shaarad Ayyagari; Bodhisattwa Dasgupta; Parag Dutta; Prabhas Reddy Onteru (AAAI, 2025)

Emergent Natural Language with Communication Games for Improving Image Captioning Capabilities without Additional Data. - Parag Dutta; Ambedkar Dukkipati (CoRR, 2025)