Javed Aslam
6 papers · 2016–2021 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Applications
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core AI
(1)
Domain-Specific
(1)
Learning Types
(1)
Optimization
(1)
Keywords
multi-label classification
(2)
question answering
(1)
sample complexity
(1)
expectation maximization
(1)
graph generation
(1)
knowledge base
(1)
medical text
(1)
dynamic programming
(1)
set prediction
(1)
multi-armed bandit
(1)
recurrent neural network
(1)
ensemble method
(1)
pure exploration
(1)
gradient boosted tree
(1)
multi-hop reasoning
(1)
radiology report
(1)
label dependency
(1)
arm identification
(1)
bidirectional lstm
(1)
sentence classification
(1)
Papers
Improving Query Graph Generation for Complex Question Answering over Knowledge Base
EMNLP 2021
An Ensemble Approach for Automatic Structuring of Radiology Reports
EMNLP 2020
Adapting RNN Sequence Prediction Model to Multi-label Set Prediction
NAACL 2019
Scaling Up Ordinal Embedding: A Landmark Approach
ICML 2019
Pure Exploration in Infinitely-Armed Bandit Models with Fixed-Confidence
ALT 2018
Conditional Bernoulli Mixtures for Multi-label Classification
ICML 2016