Subba Reddy Oota's publications

Brain-Informed Fine-Tuning for Improved Multilingual Understanding in Language Models

Anuja Negi*, Subba Reddy Oota*, Anwar Nunez-Elizalde, Manish Gupta, Fatma Deniz *

Arxiv

Instruction-Tuned Video-Audio Models Elucidate Functional Specialization in the Brain

Subba Reddy Oota, Khushbu Pahwa, Prachi Jindal, Satyasai Srinath Namburi, Maneesh Singh, Tanmoy Chakraborty, Raju S. Bapi, Manish Gupta

Arxiv

Arxiv | GitHub

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

Mounika Marreddy, Subba Reddy Oota, Venkata Charan Chinni, Manish Gupta, Lucie Flek

ACL

Arxiv | GitHub | OpenReview

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

Subba Reddy Oota, Akshett Jindal, Ishani Mondal, Khushbu Pahwa, Satyasai Srinath Namburi, Manish Shrivastava, Maneesh Singh, Raju S. Bapi, Manish Gupta

ICLR

OpenReview | GitHub | Slides | Poster

Multi-modal brain encoding models for multi-modal stimuli

Subba Reddy Oota, Khushbu Pahwa, Maneesh Singh, Raju S. Bapi, Manish Gupta

ICLR

OpenReview | Github | Slides | Poster

Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding

Subba Reddy Oota, Zijiao Chen, Manish Gupta, Bapi S. Raju, Gael Jobard, Frederic Alexandre, Xavier Hinaut

TMLR

OpenReview | GitHub

Speech language models lack important brain-relevant semantics

Subba Reddy Oota, Emin Celik, Fatma Deniz, Mariya Toneva

ACL

ACL Anthology | Github | Slides | Poster | Video

Joint processing of linguistic properties in brains and language models

Subba Reddy Oota, Manish Gupta, Mariya Toneva

NeurIPS

OpenReview | Github | Slides | Poster

PhD Thesis - Neuro-computational models of language comprehension : characterizing similarities and differences between language processing in brains and language models.

Subba Reddy Oota

slides | HAL Openscience | Inria Bordeaux, France

Attention-based fusion of multiple graphheat networks for structural to functional brain mapping

Subba Reddy Oota, Archi Yadav, Arpita Dash, Raju S. Bapi, Avinash Sharma

Nature Scientific Reports

Nature Scientific Reports | Slides

On Robustness of Finetuned Transformer-based NLP Models

Pavan Kalyan Reddy Neerudu*, Subba Reddy Oota*, Mounika Marreddy, Manish Gupta

EMNLP

ACL Anthology | Github | Slides | Video

How does the brain process syntactic structure while listening?

Subba Reddy Oota, Mounika Marreddy, Bapi S. Raju, Manish Gupta

ACL

ACL Anthology | Slides | Poster | Video

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

Proceedings | Slides

MEG Encoding using Word Context Semantics in Listening Stories

Subba Reddy Oota, Nathan Trouvain, Frederic Alexandre, Xavier Hinaut

INTERSPEECH

Proceedings

Neural Architecture of Speech

Subba Reddy Oota, Khushbu Pahwa, Mounika Marreddy, Bapi S. Raju, Manish Gupta

ICASSP

Arxiv | Slides

WSNet: Towards An Effective Method for Wound Image Segmentation

Subba Reddy Oota, Vijay Rowtula, Shahid Mohammad, Manish Gupta

WACV

Paper | Slides

Visio-Linguistic Brain Encoding

Subba Reddy Oota, Jashn Arora, Vijay Rowtula, Manish Gupta, Bapi S. Raju

COLING

ACL Anthology | Slides

Multi-view and Cross-view Brain Decoding

Subba Reddy Oota, Jashn Arora, Manish Gupta, Bapi S. Raju

COLING

ACL Anthology | Slides

Neural Language Taskonomy: Which NLP Tasks are the Most Predictive of Brain Activity

Subba Reddy Oota, Jashn Arora, Veeral Agrawal, Mounika Marreddy, Bapi S. Raju, Manish Gupta

NAACL

ACL Anthology | Slides

HealTech: A System for Predicting Patient Hospitalization Risk and Wound Progression

Subba Reddy Oota, Vijay Rowtula, Shahid Mohammed, Ming Liu, Jeffrey Galitz, Manish Gupta

WACV

Paper | Slides | Video