Vivek Kumar
7 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 👥 Mega-Team · Squad
🌈
Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Core Methods
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Speech & Audio
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Clinical
(1)
Keywords
large language model
(2)
math word problem
(2)
image generation
(1)
sentiment analysis
(1)
text classification
(1)
dataset creation
(1)
self-supervised learning
(1)
data augmentation
(1)
voice conversion
(1)
speech synthesis
(1)
multimodal learning
(1)
trajectory modeling
(1)
llm evaluation
(1)
emotion detection
(1)
adversarial attack
(1)
generative model
(1)
human-ai collaboration
(1)
neural solver
(1)
behavior recognition
(1)
safety assessment
(1)
Papers
Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration
EMNLP 2024
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of Behavior
ICML 2023
SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs
NeurIPS 2023
VISU at WASSA 2023 Shared Task: Detecting Emotions in Reaction to News Stories Using Transformers and Stacked Embeddings
ACL 2023
Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers
NAACL 2022
Adversarial Examples for Evaluating Math Word Problem Solvers
EMNLP 2021
Voice Conversion with Conditional SampleRNN
Interspeech 2018