Milan Aggarwal
12 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
π€
Dynamic Duo
(12)
π§¬
Topic Evolution
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Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(71)
Top co-authors
Research topics
Machine Learning
(8)
Natural Language Processing
(7)
Artificial Intelligence
(6)
Deep Learning
(6)
Core AI
(6)
Computer Vision
(4)
Applications
(4)
Generation
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(3)
Models
(3)
Processing
(3)
Resources & Methods
(3)
Analysis
(2)
Application Areas
(2)
Keywords
language model
(3)
multimodal learning
(3)
large language model
(3)
knowledge distillation
(2)
chain of thought
(2)
form structure extraction
(2)
pre-trained language model
(2)
model compression
(2)
form processing
(2)
attention mechanism
(2)
document structure extraction
(2)
semantic segmentation
(2)
text generation
(1)
topic modeling
(1)
multi-task learning
(1)
question answering
(1)
image segmentation
(1)
one-shot learning
(1)
knowledge probing
(1)
self-supervised learning
(1)
Papers
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
ICLR 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning
ACL 2025
CABINET: Content Relevance-based Noise Reduction for Table Question Answering
ICLR 2024
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Language Models
EMNLP 2023
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text
WACV 2023
Persuasion Strategies in Advertisements
AAAI 2023
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
NAACL 2022
LM-CORE: Language Models with Contextually Relevant External Knowledge
NAACL 2022
TAN-NTM: Topic Attention Networks for Neural Topic Modeling
ACL 2021
Document Structure Extraction using Prior based High Resolution Hierarchical Semantic Segmentation
ECCV 2020
Form2Seq : A Framework for Higher-Order Form Structure Extraction
EMNLP 2020
Multi-Modal Association based Grouping for Form Structure Extraction
WACV 2020