FLOPs as a Direct Optimization Objective for Learning Sparse Neural Networks. - Raphael Tang; Ashutosh Adhikari; Jimmy Lin (CoRR, 2018)

Rethinking Complex Neural Network Architectures for Document Classification. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; Jimmy Lin (NAACL-HLT (1), 2019)

DocBERT: BERT for Document Classification. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; Jimmy Lin (CoRR, 2019)

Learning Dynamic Belief Graphs to Generalize on Text-Based Games. - Ashutosh Adhikari; Xingdi Yuan; Marc-Alexandre Côté; Mikulas Zelinka; Marc-Antoine Rondeau; Romain Laroche; Pascal Poupart; Jian Tang 005; Adam Trischler; William L. Hamilton (NeurIPS, 2020)

Exploring the Limits of Simple Learners in Knowledge Distillation for Document Classification with DocBERT. - Ashutosh Adhikari; Achyudh Ram; Raphael Tang; William L. Hamilton; Jimmy Lin (RepL4NLP@ACL, 2020)

Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games. - Ashutosh Adhikari; Xingdi Yuan; Marc-Alexandre Côté; Mikulas Zelinka; Marc-Antoine Rondeau; Romain Laroche; Pascal Poupart; Jian Tang 005; Adam Trischler; William L. Hamilton (CoRR, 2020)

Learning Object-Oriented Dynamics for Planning from Text. - Guiliang Liu; Ashutosh Adhikari; Amir-massoud Farahmand; Pascal Poupart (ICLR, 2022)

MCPDial: A Minecraft Persona-driven Dialogue Dataset. - Seyed Hossein Alavi; Sudha Rao; Ashutosh Adhikari; Gabriel DesGarennes; Akanksha Malhotra; Chris Brockett; Mahmoud Adada; Raymond T. Ng; Vered Shwartz; Bill Dolan (CoRR, 2024)

Debating for Better Reasoning: An Unsupervised Multimodal Approach. - Ashutosh Adhikari; Mirella Lapata (CoRR, 2025)