Arun Chaganty
6 papers · 2013–2018 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (23) 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🌱
Topic Pioneer
🌟
Keyword Trendsetter Combo
(5)
🧭
Keyword Pioneer
📈
Trend Setter
❓
The Questioner
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Applications · Natural Language Processing
(2)
Learning Types
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Applications · Computer Science
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core Methods
(1)
Generation
(1)
Keywords
information extraction
(2)
bayesian inference
(1)
structured prediction
(1)
matrix factorization
(1)
question answering
(1)
semantic parsing
(1)
text understanding
(1)
importance sampling
(1)
spectral norm
(1)
tensor factorization
(1)
probabilistic programming
(1)
integer linear programming
(1)
program analysis
(1)
higher-order relations
(1)
random projection
(1)
control variate
(1)
unbiased estimator
(1)
human evaluation
(1)
symbolic execution
(1)
rejection sampling
(1)
Papers
Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts
EMNLP 2018
The price of debiasing automatic metrics in natural language evalaution
ACL 2018
Importance sampling for unbiased on-demand evaluation of knowledge base population
EMNLP 2017
How Much is 131 Million Dollars? Putting Numbers in Perspective with Compositional Descriptions
ACL 2016
Tensor Factorization via Matrix Factorization
AISTATS 2015
Efficiently Sampling Probabilistic Programs via Program Analysis
AISTATS 2013