TAN-NTM: Topic Attention Networks for Neural Topic Modeling. - Madhur Panwar; Shashank Shailabh; Milan Aggarwal; Balaji Krishnamurthy (ACL/IJCNLP (1), 2021)

In-Context Learning through the Bayesian Prism. - Madhur Panwar; Kabir Ahuja; Navin Goyal (ICLR, 2024)

InversionView: A General-Purpose Method for Reading Information from Neural Activations. - Xinting Huang; Madhur Panwar; Navin Goyal; Michael Hahn 001 (NeurIPS, 2024)

Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically. - Kabir Ahuja; Vidhisha Balachandran; Madhur Panwar; Tianxing He; Noah A. Smith; Navin Goyal; Yulia Tsvetkov (CoRR, 2024)

Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers. - Kabir Ahuja; Vidhisha Balachandran; Madhur Panwar; Tianxing He; Noah A. Smith; Navin Goyal; Yulia Tsvetkov (Trans. Assoc. Comput. Linguistics, 2025)