Pranjal Aggarwal
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
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Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Natural Language Processing
(4)
Core AI
(4)
Deep Learning
(2)
Applications
(2)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
few-shot learning
(3)
large language model
(3)
text classification
(2)
sample efficiency
(1)
logistic regression
(1)
self-supervised learning
(1)
knowledge distillation
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
spoken language understanding
(1)
adaptive sampling
(1)
partially observable markov decision process
(1)
mixture of expert
(1)
inference optimization
(1)
ai-generated text detection
(1)
reasoning ability
(1)
extreme classification
(1)
generative language model
(1)
tool-augmented reasoning
(1)
tool-augmented agent
(1)
Papers
Agentic-R1: Distilled Dual-Strategy Reasoning
EMNLP 2025
AlphaVerus: Bootstrapping Formally Verified Code Generation through Self-Improving Translation and Treefinement
ICML 2025
Investigating the Reasoning Abilities of Large Language Models for Understanding Spoken Language in Interpersonal Interactions
Interspeech 2025
AutoMix: Automatically Mixing Language Models
NeurIPS 2024
CUNLP at SemEval-2024 Task 8: Classify Human and AI Generated Text
SemEval 2024
Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
EMNLP 2023
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification
ICML 2023