My research interests:
Computational Cognitive Neuroscience,
Bridging AI & Neuroscience (Neuro-AI)
Language Analysis in the Brain and Large Language Models
Brain Encoding & Decoding (fMRI, MEG, EEG)
Natural Language Processing, Computer Vison and Speech Signal Processing
Deep Learning
Awards
Happy to receive "Nasscom AI-Gamechangers award" under AI research track for my ACL-23 Findings paper - Award
Happy to receive "NeurIPS-23 scholar award" to present my accepted paper - Long paper
Awarded both Microsoft and Google Travel grants for NAACL-22 conference
Invited Talks
Happy to present talk that titled "Language models are human-like annotators" at KR-24 conference, Hanoi, Vietnam
Happy to present talk that titled "Characterizing Similarities and Differences Between Language Processing in Brains and Language Models" at MPI Psycholinguistics, Donders lab, Germany
Happy to present talk that titled "Characterizing Similarities and Differences Between Language Processing in Brains and Language Models" at National Research Council, Canada
Happy to present talk that titled "Characterizing Similarities and Differences Between Language Processing in Brains and Language Models" at MIT Brain + Cognitive sciences lab, Cambridge, MA, USA
Tutorials
Tutorial that titled "Large Language Models as Human-like Annotators" accepted at ECIR-25 (A) !
Tutorial that titled "Language and the Brain: Deep Learning for Brain Encoding and Decoding" accepted at CODS COMAD-24!
Tutorial that titled "Large Language Models as Human-like Annotators" accepted at KR-24 (A*) !
Tutorial that titled "Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding" accepted at IJCAI-23 (A*) !
Tutorial that titled "Language and the Brain: Deep Learning for Brain Encoding and Decoding" accepted at IJCNN-23!
Tutorial that titled "Deep Learning for Brain Encoding and Decoding" accepted at Cogsci-22!
Publications
New paper that titled "USDC: A Dataset of User Stance and Dogmatism in Long Conversations " accepted at ACL-25 Findings Long (A*)
New paper that titled "Multi-modal brain encoding models for multi-modal stimuli" accepted at ICLR-25 (A*)
New paper that titled "Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain)" accepted at ICLR-25 (A*)
New paper that titled "Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey)" accepted at TMLR !
New paper that titled "Speech language models lack important brain relevant semantics" accepted at ACL-24 (A*)! - Long paper
New paper that titled "On Robustness of Finetuned Transformer-based NLP Models" accepted at EMNLP-23 Findings (A*) ! - Long paper
New paper that titled "Joint Processing of Linguistic Properties in Brain and Language Models" accepted at NeurIPS-23 (A*) ! - Main Conference paper
New paper that titled "MEG Encoding using Word Context Semantics in Listening Stories" accepted at INTERSPEECH-23 (A) ! - Long paper
New paper that titled "Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity?" accepted at INTERSPEECH-23 (A) ! - Long paper
New paper that titled "What aspects of NLP models and brain datasets affect brain-NLP alignment?" accepted at CCN-23! - 2-page paper
New paper that titled "How does the brain process syntactic structure while listening?" accepted at ACL-23 (A*) Findings! - Long paper
New paper that titled "Neural Architecture of Speech" accepted at ICASSP-23! - Long paper (Oral)
New paper that titled "Visio-Linguistic Brain Encoding" accepted at COLING-22! - Long paper (Oral)
New paper that titled "Multi-view and Cross-view Brain Decoding" accepted at COLING-22! - Long paper (Oral)
New paper that titled "Long-Term Plausibility of Language Models and Neural Dynamics during Narrative Listening" accepted at Cogsci-22! - Long paper (flash talk)
Thrilled to present an oral talk at the NAACL-22 conference! on Neural Language Taskonomy: Which NLP Tasks are the Most Predictive of Brain Activity
Reviewer
Serving as a reviewer for the conference ICML-2025
Serving as a reviewer for the conference Interspeech-2025
Serving as a reviewer for the conference ACL ARR Febraury-2025