Publications

Correlating instruction-tuning (in multimodal models) with vision-language processing (in the brain) 

Subba Reddy Oota, Akshett Jindal, Ishani Mondal, Khushbu Pahwa, Manish Shrivastava, Maneesh Singh, Bapi S. Raju, Manish Gupta, ICLR 2025 (A*),  Scores: 8, 6, 8, 8, Paper 

Multi-modal brain encoding models for multi-modal stimuli 

Subba Reddy Oota, Khushbu Pahwa, Mounika Marreddy, Maneesh Singh, Manish Gupta, Bapi S. Raju, ICLR 2025 (A*),  Scores: 8, 6, 6, Paper 

USDC: A Dataset of User Stance and Dogmatism in Long Conversations

Mounika Marreddy, Subba Reddy Oota, Manish Gupta, Lucie Flek, ACL Findings 2025 Long (A*),  Paper 

Deep Neural Networks and Brain Alignment: Encoding and Decoding (Survey) 

Subba Reddy Oota, Zijiao Chen, Manish Gupta, Bapi Raju Surampudi, Gael Jobard, Frederic Alexandre, Xavier Hinaut, TMLR Journal, Paper 

Speech language models lack important brain-relevant semantics

Subba Reddy Oota, Emin Celik, Fatma Deniz, Mariya Toneva, ACL 2024 Long (A*), Paper 

Joint processing of linguistic properties in brains and language models

Subba Reddy Oota, Manish Gupta, Mariya Toneva, NeurIPS 2023 (A*), Paper 

Slides Poster Video 

https://github.com/subbareddy248/lingprop-brain-alignment 

On Robustness of Finetuned Transformer-based NLP Models

Pawan Kalyan Reddy Neerudu*, Subba Reddy Oota*, Mounika Marreddy, Manish Gupta, EMNLP 2023 (Findings-Long), (A*) Paper 

Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity?

Subba Reddy Oota, Veeral Agrawal, Mounika Marreddy, Bapi S. Raju, Manish Gupta, INTERSPEECH 2023 (A) Paper 

MEG Encoding using Word Context Semantics in Listening Stories

Subba Reddy Oota, Nathan Trouvain, Frederic Alexandre, Xavier Hinaut, INTERSPEECH 2023 (A) Paper 

How does the brain process syntactic structure while listening?

Subba Reddy Oota, Mounika Marreddy, Bapi S. Raju, Manish Gupta, Association for Computational Linguistics, ACL 2023 (Findings-Long) (A*) Paper 

Slides Poster Video 

Neural Architecture of Speech

Subba Reddy Oota, Khushbu Pahwa, Mounika Marreddy, Bapi S. Raju, Manish Gupta, International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023 (Oral Presentation) Paper 

WSNet: Towards An Effective Method for Wound Image Segmentation

Subba Reddy Oota, Vijay Rowtula, Shahid Mohammad, Manish Gupta, Winter Conference on Applications of Computer Vision, WACV 2023 ( Acceptance Rate 40.6%) (A) Paper 

Visio-Linguistic Brain Encoding

Subba Reddy Oota, Jashn Arora, Vijay Rowtula, Bapi S. Raju, Manish Gupta, International Conference on Computational Linguistics, COLING 2022 (Oral Presentation  - Acceptance Rate 33.4%)  (A) Paper 

Multi-view and Cross-view Brain Decoding

Subba Reddy Oota, Jashn Arora, Bapi S. Raju, Manish Gupta, International Conference on Computational Linguistics, COLING 2022 (Oral Presentation  - Acceptance Rate 33.4%) (A)   Paper 

Long Short-Term Memory of Language Models for Predicting Brain Activation During Listening to Stories

Subba Reddy Oota, Frederic Alexandre, Xavier Hinaut, 44th Annual conference of the Cognitive Science Society, Cogsci 2022 (Full paper  - Acceptance Rate 22%)  Paper