Prasoon Goyal
8 papers · 2013–2026 · 8 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(4)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Core Methods
(2)
Methods
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Robotics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Keywords
large language model
(2)
sample efficiency
(2)
in-context learning
(1)
sparse representation
(1)
kernel learning
(1)
multimodal learning
(1)
feature embedding
(1)
map inference
(1)
policy learning
(1)
machine unlearning
(1)
toxicity detection
(1)
svm classification
(1)
deep kernel learning
(1)
efficient prediction
(1)
probabilistic inference
(1)
lifted inference
(1)
first-order logic
(1)
temporal difference
(1)
reward learning
(1)
reinforcement learning
(1)
Papers
From Narrow Unlearning to Emergent Misalignment in LLMs
ACL 2026
Adapting LLM Predictions in In-Context Learning with Data Priors
EMNLP 2024
MICo: Preventative Detoxification of Large Language Models through Inhibition Control
NAACL 2024
PixL2R: Guiding Reinforcement Learning Using Natural Language by Mapping Pixels to Rewards
CoRL 2020
Using Natural Language for Reward Shaping in Reinforcement Learning
IJCAI 2019
Nonparametric Variational Auto-Encoders for Hierarchical Representation Learning
ICCV 2017
New Rules for Domain Independent Lifted MAP Inference
NeurIPS 2014
Local Deep Kernel Learning for Efficient Non-linear SVM Prediction
ICML 2013