Doron Cohen
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (29)
π§
Keyword Pioneer
ποΈ
Keyword Collector
(71)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(8)
Mathematics & Optimization
(5)
Natural Language Processing
(5)
Applications Β· Natural Language Processing
(5)
Optimization & Theory
(5)
Generation
(4)
Artificial Intelligence
(3)
Core AI
(3)
Mathematics
(3)
Computer Science
(2)
Deep Learning
(2)
Application Areas
(2)
Applications Β· Computer Science
(2)
Learning Types
(2)
Probability
(2)
Keywords
information retrieval
(3)
dialogue system
(2)
information need
(2)
deep learning
(2)
concentration inequality
(2)
document retrieval
(2)
discrete distribution
(2)
conversational ai
(1)
information extraction
(1)
contrastive learning
(1)
text summarization
(1)
sample complexity
(1)
passage retrieval
(1)
conversational search
(1)
uniform convergence
(1)
self-supervised learning
(1)
gaussian process
(1)
query-based summarization
(1)
document summarization
(1)
intent detection
(1)
Papers
The Empirical Mean is Minimax Optimal for Local Glivenko-Cantelli
ICML 2025
Correlated Binomial Process
COLT 2024
Local Glivenko-Cantelli
COLT 2023
Open problem: log(n) factor in "Local Glivenko-Cantelli"
COLT 2023
QAID: Question Answering Inspired Few-shot Intent Detection
ICLR 2023
Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval
ACL 2022
Dimension-free empirical entropy estimation
NeurIPS 2021
Agent Assist through Conversation Analysis
EMNLP 2020
Conversational Document Prediction to Assist Customer Care Agents
EMNLP 2020
Learning discrete distributions with infinite support
NeurIPS 2020
A Summarization System for Scientific Documents
EMNLP 2019