Span Extraction Aided Improved Code-mixed Sentiment Classification. - Ramaneswaran S.; Sean Benhur; Sreyan Ghosh (W-NUT@COLING, 2022)

ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. - Sreyan Ghosh; Utkarsh Tyagi; Manan Suri; Sonal Kumar; Ramaneswaran S.; Dinesh Manocha (ACL (1), 2023)

MEMEX: Detecting Explanatory Evidence for Memes via Knowledge-Enriched Contextualization. - Shivam Sharma; Ramaneswaran S.; Udit Arora; Md. Shad Akhtar; Tanmoy Chakraborty 002 (ACL (1), 2023)

DALE: Generative Data Augmentation for Low-Resource Legal NLP. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Ramaneswaran S.; Sakshi Singh; Utkarsh Tyagi; Dinesh Manocha (EMNLP, 2023)

From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues. - Shivani Kumar; Ramaneswaran S.; Md. Shad Akhtar; Tanmoy Chakraborty 002 (EMNLP, 2023)

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. - Sreyan Ghosh; Utkarsh Tyagi; Sonal Kumar; Chandra Kiran Reddy Evuru; Ramaneswaran S.; S. Sakshi; Dinesh Manocha (ACL (1), 2024)

EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning. - Ashish Seth; Ramaneswaran Selvakumar; S. Sakshi; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (EMNLP, 2024)

CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. - Sreyan Ghosh; Ashish Seth; Sonal Kumar; Utkarsh Tyagi; Chandra Kiran Reddy Evuru; Ramaneswaran S.; Sakshi Singh; Oriol Nieto; Ramani Duraiswami; Dinesh Manocha (ICLR, 2024)

A Closer Look at the Limitations of Instruction Tuning. - Sreyan Ghosh; Chandra Kiran Reddy Evuru; Sonal Kumar; Ramaneswaran S.; Deepali Aneja; Zeyu Jin; Ramani Duraiswami; Dinesh Manocha (ICML, 2024)

CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. - Chandra Kiran Reddy Evuru; Sreyan Ghosh; Sonal Kumar; Ramaneswaran S.; Utkarsh Tyagi; Dinesh Manocha (NAACL-HLT (Findings), 2024)

Composite Diffusion: whole >= Σparts. - Vikram Jamwal; Ramaneswaran S. (WACV, 2024)

Emotion-Aware Multimodal Fusion for Meme Emotion Detection. - Shivam Sharma; Ramaneswaran S.; Md. Shad Akhtar; Tanmoy Chakraborty 002 (IEEE Trans. Affect. Comput., 2024)

MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark. - S. Sakshi; Utkarsh Tyagi; Sonal Kumar; Ashish Seth; Ramaneswaran Selvakumar; Oriol Nieto; Ramani Duraiswami; Sreyan Ghosh; Dinesh Manocha (ICLR, 2025)

Do Audio-Language Models Understand Linguistic Variations? - Ramaneswaran Selvakumar; Sonal Kumar; Hemant Kumar Giri; Nishit Anand; Ashish Seth; Sreyan Ghosh; Dinesh Manocha (NAACL (Short Papers), 2025)

PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification. - Ashish Seth; Ramaneswaran Selvakumar; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (NAACL (Long Papers), 2025)

MultiVox: Benchmarking Voice Assistants for Multimodal Interactions. - Ramaneswaran Selvakumar; Ashish Seth; Nishit Anand; Utkarsh Tyagi; Sonal Kumar; Sreyan Ghosh; Dinesh Manocha (CoRR, 2025)