Sonal Kumar

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 33

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Publications

Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah
DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer. CoRR (2024)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, S. Ramaneswaran, Sakshi Singh, Dinesh Manocha
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha
VDGD: Mitigating LVLM Hallucinations in Cognitive Prompts by Bridging the Visual Perception Gap. CoRR (2024)
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. CoRR (2024)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramaneswaran S., S. Sakshi, Dinesh Manocha
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions. ACL (1) (2024)
Sonal Kumar, Sreyan Ghosh, Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha
Do Vision-Language Models Understand Compound Nouns? CoRR (2024)
Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. CoRR (2024)
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha
Recap: Retrieval-Augmented Audio Captioning. ICASSP (2024)
Sonal Kumar, Anirudh Phukan, Arijit Sur
IPCL: Iterative Pseudo-Supervised Contrastive Learning to Improve Self-Supervised Feature Representation. ICASSP (2024)
Sreyan Ghosh, Sonal Kumar, Ashish Seth, Purva Chiniya, Utkarsh Tyagi, Ramani Duraiswami, Dinesh Manocha
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, Deepali Aneja, Zeyu Jin, Ramani Duraiswami, Dinesh Manocha
A Closer Look at the Limitations of Instruction Tuning. CoRR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, S. Sakshi, Sanjoy Chowdhury, Dinesh Manocha
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations. ACL (Findings) (2024)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S., Sakshi Singh, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. ICLR (2024)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha
DALE: Generative Data Augmentation for Low-Resource Legal NLP. CoRR (2023)
Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha
RECAP: Retrieval-Augmented Audio Captioning. CoRR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. EMNLP (2023)
Sreyan Ghosh, Ashish Seth, Sonal Kumar, Utkarsh Tyagi, Chandra Kiran Reddy Evuru, Ramaneswaran S, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. ACL (1) (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha
DALE: Generative Data Augmentation for Low-Resource Legal NLP. EMNLP (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. SIGIR (2023)
Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. CoRR (2023)
Anton Ratnarajah, Sreyan Ghosh, Sonal Kumar, Purva Chiniya, Dinesh Manocha
AV-RIR: Audio-Visual Room Impulse Response Estimation. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S, Dinesh Manocha
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER. CoRR (2023)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. CoRR (2023)
Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Sakshi Singh, Sanjoy Chowdhury, Dinesh Manocha
ASPIRE: Language-Guided Augmentation for Robust Image Classification. CoRR (2023)
Sreemana Datta, Sonal Kumar, Ditipriya Sinha, Ayan Kumar Das
BSSFFS: blockchain-based sybil-secured smart forest fire surveillance. J. Ambient Intell. Humaniz. Comput. 13 (5) (2022)
Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri, Rajiv Ratn Shah
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. CoRR (2022)
Sreyan Ghosh, Sonal Kumar, Yaman Kumar Singla, Rajiv Ratn Shah, Srinivasan Umesh
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. CoRR (2022)
Sreyan Ghosh, Sonal Kumar, Yaman Kumar, Rajiv Ratn Shah, Srinivasan Umesh
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances. INTERSPEECH (2022)
Sreyan Ghosh, Sonal Kumar
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. CoRR (2021)
Sreyan Ghosh, Sonal Kumar, Harsh Jalan, Hemant Yadav, Rajiv Ratn Shah
Cisco at AAAI-CAD21 shared task: Predicting Emphasis in Presentation Slides using Contextualised Embeddings. CoRR (2021)
Sreyan Ghosh, Sonal Kumar
Cisco at SemEval-2021 Task 5: What's Toxic?: Leveraging Transformers for Multiple Toxic Span Extraction from Online Comments. SemEval@ACL/IJCNLP (2021)
Sonal Kumar, Ayan Kumar Das, Ditipriya Sinha
Blockchain-Based Sybil-Secure Data Transmission (SSDT) IoT Framework for Smart City Applications. FICTA (1) (2020)
Sonal Kumar, Daya Gupta, V. K. Panchal, Shashi Kumar
Enabling web services for Classification of Satellite Image. SWWS (2009)