Kanishk Singh
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
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Keyword Pioneer
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Research topics
Artificial Intelligence
(4)
Core AI
(4)
Natural Language Processing
(3)
Deep Learning
(2)
Machine Learning
(2)
Applications
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Core Methods
(1)
Generation · Natural Language Processing
(1)
Generation · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Processing
(1)
Keywords
contrastive learning
(1)
semantic segmentation
(1)
few-shot learning
(1)
visual question answering
(1)
named entity recognition
(1)
text generation
(1)
image editing
(1)
visual grounding
(1)
instruction following
(1)
spoken language understanding
(1)
natural language understanding
(1)
text style transfer
(1)
intent detection
(1)
diffusion model
(1)
language model
(1)
controllable generation
(1)
pre-trained language model
(1)
chain-of-thought prompting
(1)
text-to-image diffusion model
(1)
emotion analysis
(1)
Papers
AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors
Interspeech 2024
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings
EMNLP 2024
Learning to Follow Object-Centric Image Editing Instructions Faithfully
EMNLP 2023
CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech
IJCAI 2022
Team Phoenix at WASSA 2021: Emotion Analysis on News Stories with Pre-Trained Language Models
EACL 2021