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ORCIDDinesh Manocha
- > Home > Persons > Dinesh Manocha
Publications
- 2025
[c498]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds. ICASSP 2025: 1-5- [c494]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Utkarsh Tyagi, Oriol Nieto, Zeyu Jin, Dinesh Manocha:
Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs. ICLR 2025 - [c486]Sonal Kumar, Sreyan Ghosh, Utkarsh Tyagi, Anton Jeran Ratnarajah, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha:
ProSE: Diffusion Priors for Speech Enhancement. NAACL (Long Papers) 2025: 12470-12483 - 2024
- [c484]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: 386-406 - [c483]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: 726-748 - [c471]Sreyan Ghosh, Sonal Kumar, Ashish Seth, Chandra Kiran Reddy Evuru, Utkarsh Tyagi, S. Sakshi, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities. EMNLP 2024: 6288-6313 - [c466]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha:
Recap: Retrieval-Augmented Audio Captioning. ICASSP 2024: 1161-1165 - [c462]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 - [c458]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. ICML 2024 - [c437]Chandra Kiran Reddy Evuru, Sreyan Ghosh, Sonal Kumar, Ramaneswaran S., Utkarsh Tyagi, Dinesh Manocha:
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP. NAACL-HLT (Findings) 2024: 3754-3769 - [i326]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 abs/2402.05119 (2024) - [i313]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 abs/2404.00415 (2024) - [i303]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 abs/2405.15683 (2024) - [i299]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 abs/2406.04286 (2024) - [i294]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 abs/2406.11768 (2024) - [i284]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Oriol Nieto, Ramani Duraiswami, Dinesh Manocha:
ReCLAP: Improving Zero Shot Audio Classification by Describing Sounds. CoRR abs/2409.09213 (2024) - 2023
- [c425]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S., Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha:
DALE: Generative Data Augmentation for Low-Resource Legal NLP. EMNLP 2023: 8511-8565 - [i230]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 abs/2308.10103 (2023) - [i224]Sreyan Ghosh, Sonal Kumar, Chandra Kiran Reddy Evuru, Ramani Duraiswami, Dinesh Manocha:
RECAP: Retrieval-Augmented Audio Captioning. CoRR abs/2309.09836 (2023) - [i221]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. CoRR abs/2310.08753 (2023) - [i218]Sreyan Ghosh, Chandra Kiran Reddy Evuru, Sonal Kumar, Ramaneswaran S., Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha:
DALE: Generative Data Augmentation for Low-Resource Legal NLP. CoRR abs/2310.15799 (2023)
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