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Utkarsh Tyagi
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2020 – today
- 2024
- [c13]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 - [c12]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 - [c11]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 - [c10]Sonal Kumar, Sreyan Ghosh, S. Sakshi, Utkarsh Tyagi, Dinesh Manocha:
Do Vision-Language Models Understand Compound Nouns? NAACL (Short Papers) 2024: 519-527 - [c9]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 - [i14]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) - [i13]Sonal Kumar, Sreyan Ghosh, Sakshi Singh, Utkarsh Tyagi, Dinesh Manocha:
Do Vision-Language Models Understand Compound Nouns? CoRR abs/2404.00419 (2024) - [i12]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) - [i11]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) - [i10]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 abs/2406.04432 (2024) - [i9]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) - 2023
- [c8]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: 104-125 - [c7]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: 6159-6173 - [c6]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 - [c5]Sanjoy Chowdhury, Sreyan Ghosh, Subhrajyoti Dasgupta, Anton Ratnarajah, Utkarsh Tyagi, Dinesh Manocha:
AdVerb: Visually Guided Audio Dereverberation. ICCV 2023: 7850-7862 - [c4]Sreyan Ghosh, Utkarsh Tyagi, S. Ramaneswaran, Harshvardhan Srivastava, Dinesh Manocha:
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition. INTERSPEECH 2023: 1209-1213 - [c3]Sreyan Ghosh
, Utkarsh Tyagi
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. SIGIR 2023: 1853-1858 - [i8]Sreyan Ghosh, Manan Suri
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network. CoRR abs/2303.03387 (2023) - [i7]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Dinesh Manocha:
BioAug: Conditional Generation based Data Augmentation for Low-Resource Biomedical NER. CoRR abs/2305.10647 (2023) - [i6]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 abs/2306.00928 (2023) - [i5]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) - [i4]Sanjoy Chowdhury, Sreyan Ghosh, Subhrajyoti Dasgupta, Anton Ratnarajah, Utkarsh Tyagi, Dinesh Manocha:
AdVerb: Visually Guided Audio Dereverberation. CoRR abs/2308.12370 (2023) - [i3]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) - [i2]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) - 2022
- [i1]Sreyan Ghosh, Utkarsh Tyagi, Sonal Kumar, Manan Suri
A novel multimodal dynamic fusion network for disfluency detection in spoken utterances. CoRR abs/2211.14700 (2022) - 2021
- [c2]Divyashikha Sethia
mFlameGaze: Mobile-Based Flame Gazing for Improving Sustained Attention. COMSNETS 2021: 638-643
2010 – 2019
- 2019
- [c1]Minni Jain, Rohit Beniwal
Classifying Question Papers with Bloom's Taxonomy Using Machine Learning Techniques. ICACDS (2) 2019: 399-408
Coauthor Index
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