Research

I am broadly interested in Natural Language Processing

Google Scholar, Semantic Scholar

Pre-prints

• Do Audio-Language Models Understand Linguistic Variations?
  
  Ramaneswaran S, Sonal Kumar, Hemant Giri*, Nishit Anand, Ashish Seth, Sreyan Ghosh, Dinesh Manocha

• PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
  
  Ashish Seth, Ramaneswaran S, Sonal Kumar*, Sreyan Ghosh, Dinesh Manocha

Research Papers

• EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning
  
  Ashish Seth, Ramaneswaran S, S Sakshi, Sonal Kumar, Sreyan Ghosh, Dinesh Manocha
  EMNLP 2024
  
  data + code

• MEMEX: Detecting Explanatory Evidence for Memes via Knowledge-Enriched Contextualization
  Shivam Sharma, Ramaneswaran S, Udit Arora, Md. Shad Akhtar, Tanmoy Chakraborty
  ACL 2023
  
  data + code

• From Multilingual Complexity to Emotional Clarity: Leveraging Commonsense to Unveil Emotions in Code-Mixed Dialogues
  Shivani Kumar, Ramaneswaran S, Md. Shad Akhtar, Tanmoy Chakraborty
  EMNLP 2023
  
  data + code

• MMER: Multimodal Multi-task Learning for Speech Emotion Recognition
  Sreyan Ghosh, Utkarsh Tyagi, Ramaneswaran S, Harshvardhan Srivastava, Dinesh Manocha
  InterSpeech 2023
  code

• Composite Diffusion: whole $\geq \sum$ parts
  
  *Vikram Jamwal, Ramaneswaran S
  WACV 2024

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

• 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 2023
  
  code

• Span Extraction Aided Improved Code-mixed Sentiment Classification
  
  Ramaneswaran S, Sean Benhur, Sreyan Ghosh
  WNUT @ COLING 2022
  
  code

• TamilATIS: dataset for task-oriented dialog in Tamil
  
  Ramaneswaran S, Sanchit Vijay, Kathiravan Srinivasan
  DravidanLangTech @ ACL 2022
  
  code