Gantavya Bhatt
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (32) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
ACL (3)
NIPS (2)
CVPR (1)
Top co-authors
Keywords
combinatorial optimization
(2)
experimental design
(2)
few-shot learning
(2)
large language model
(2)
image classification
(2)
active learning
(2)
embedding learning
(1)
preference learning
(1)
direct preference optimization
(1)
information retrieval
(1)
language modeling
(1)
preference optimization
(1)
language model alignment
(1)
reinforcement learning from human feedback
(1)
model alignment
(1)
mutual information
(1)
biological plausibility
(1)
label efficiency
(1)
long short-term memory
(1)
recurrent neural network
(1)
Papers
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization
ACL 2025
COBRA: COmBinatorial Retrieval Augmentation for Few-Shot Adaptation
CVPR 2025
Deep Submodular Peripteral Networks
NIPS 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models
ACL 2024
Matryoshka Representation Learning
NIPS 2022
How much complexity does an RNN architecture need to learn syntax-sensitive dependencies?
ACL 2020