Sonal Kumar

According to our database, Sonal Kumar authored at least 17 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

CoRR, 2024

DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer.

Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah

CoRR, 2024

2023

AV-RIR: Audio-Visual Room Impulse Response Estimation.

Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar, Purva Chiniya, Dinesh Manocha

CoRR, 2023

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, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha

CoRR, 2023

RECAP: Retrieval-Augmented Audio Captioning.

Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha

CoRR, 2023

ASPIRE: Language-Guided Augmentation for Robust Image Classification.

Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Sakshi Singh, Sanjoy Chowdhury, Dinesh Manocha

CoRR, 2023

BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER.

Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network.

Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

DALE: Generative Data Augmentation for Low-Resource Legal NLP.

Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

BSSFFS: blockchain-based sybil-secured smart forest fire surveillance.

Sreemana Datta, Sonal Kumar, Ditipriya Sinha, Ayan Kumar Das

J. Ambient Intell. Humaniz. Comput., 2022

A novel multimodal dynamic fusion network for disfluency detection in spoken utterances.

Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri, Rajiv Ratn Shah

CoRR, 2022

Span Classification with Structured Information for Disfluency Detection in Spoken Utterances.

Sreyan Ghosh, Sonal Kumar, Yaman Kumar, Rajiv Ratn Shah, Srinivasan Umesh

Proceedings of the Interspeech 2022, 2022

2021

Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualised Embeddings.

Sreyan Ghosh, Sonal Kumar, Harsh Jalan, Hemant Yadav, Rajiv Ratn Shah

CoRR, 2021

Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments.

Sreyan Ghosh, Sonal Kumar

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

2020

Blockchain-Based Sybil-Secure Data Transmission (SSDT) IoT Framework for Smart City Applications.

Sonal Kumar, Ayan Kumar Das, Ditipriya Sinha

Proceedings of the Evolution in Computational Intelligence, 2020

2009

Enabling web services for Classification of Satellite Image.

Sonal Kumar, Daya Gupta, V. K. Panchal, Shashi Kumar

Proceedings of the 2009 International Conference on Semantic Web & Web Services, 2009