Utkarsh Tyagi
18 papers · 2023–2026 · 6 venues · across top CS/AI venues
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πΊοΈ Taxonomy Completionist (33) π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π¬ Deep Specialist (10)
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Dynamic Duo
(17)
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Research topics
Keywords
data augmentation
(5)
multimodal learning
(4)
large language model
(3)
contrastive learning
(2)
automatic speech recognition
(2)
audio-language model
(2)
audio understanding
(2)
visual cue
(2)
speech enhancement
(2)
low-resource setting
(2)
benchmark evaluation
(2)
visual reasoning
(1)
conditional generation
(1)
video understanding
(1)
constrained generation
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text generation
(1)
text classification
(1)
multimodal interaction
(1)
low-resource learning
(1)
named entity recognition
(1)
Papers
Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction
ACL 2026
EGOILLUSION: Benchmarking Hallucinations in Egocentric Video Understanding
EMNLP 2025
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
ICLR 2025
MULTIVOX: A Benchmark for Evaluating Voice Assistants for Multimodal Interactions
EMNLP 2025
ProSE: Diffusion Priors for Speech Enhancement
NAACL 2025
Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs
ICLR 2025
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions
ACL 2024
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations
ACL 2024
CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP
NAACL 2024
CompA: Addressing the Gap in Compositional Reasoning in Audio-Language Models
ICLR 2024
Do Vision-Language Models Understand Compound Nouns?
NAACL 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities
EMNLP 2024
LipGER: Visually-Conditioned Generative Error Correction for Robust Automatic Speech Recognition
Interspeech 2024
ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER
ACL 2023
AdVerb: Visually Guided Audio Dereverberation
ICCV 2023
CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network
EMNLP 2023
DALE: Generative Data Augmentation for Low-Resource Legal NLP
EMNLP 2023
MMER: Multimodal Multi-task Learning for Speech Emotion Recognition
Interspeech 2023