Joykirat Singh
5 papers · 2024–2025 · 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)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Natural Language Processing
(4)
Core AI
(4)
Machine Learning
(3)
Applications
(2)
Learning Types · Machine Learning
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Models
(1)
Keywords
large language model
(2)
few-shot learning
(1)
mathematical reasoning
(1)
in-context learning
(1)
question answering
(1)
chain-of-thought reasoning
(1)
parameter-efficient learning
(1)
error detection
(1)
bayesian optimization
(1)
benchmark dataset
(1)
proximal policy optimization
(1)
formal language
(1)
prompt optimization
(1)
task adaptation
(1)
reasoning evaluation
(1)
data contamination
(1)
mistake detection
(1)
entity extraction
(1)
privacy policy
(1)
parameter-efficient adapter
(1)
Papers
Data-scarce Behavior Editing of Language Models
EMNLP 2025
Exposing the Achilles’ Heel: Evaluating LLMs Ability to Handle Mistakes in Mathematical Reasoning
ACL 2025
PromptWizard: Optimizing Prompts via Task-Aware, Feedback-Driven Self-Evolution
ACL 2025
EROS:Entity-Driven Controlled Policy Document Summarization
COLING 2024
Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning
AAAI 2024