Doron Cohen
12 papers · 2019–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (6) π Conference Polyglot (7) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (28)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(28)
π§¬
Topic Evolution
ποΈ
Keyword Collector
(62)
π
Century Club
(12)
π₯
Unstoppable
(7)
Conferences
COLT (3)
EMNLP (3)
NIPS (2)
ACL (1)
ICLR (1)
ICML (1)
IJCNLP (1)
Top co-authors
Keywords
information retrieval
(4)
discrete distribution
(2)
dialogue system
(2)
deep learning
(2)
document retrieval
(2)
concentration inequality
(2)
information need
(2)
free-text query
(2)
query-based summarization
(1)
text generation
(1)
information extraction
(1)
conversational search
(1)
sample complexity
(1)
text summarization
(1)
document summarization
(1)
empirical risk
(1)
rademacher complexity
(1)
passage retrieval
(1)
entropy estimation
(1)
uniform convergence
(1)
Papers
The Empirical Mean is Minimax Optimal for Local Glivenko-Cantelli
ICML 2025
Correlated Binomial Process
COLT 2024
QAID: Question Answering Inspired Few-shot Intent Detection
ICLR 2023
Local Glivenko-Cantelli
COLT 2023
Open problem: log(n) factor in "Local Glivenko-Cantelli"
COLT 2023
Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval
ACL 2022
Dimension-free empirical entropy estimation
NIPS 2021
Conversational Document Prediction to Assist Customer Care Agents
EMNLP 2020
Agent Assist through Conversation Analysis
EMNLP 2020
Learning discrete distributions with infinite support
NIPS 2020
A Summarization System for Scientific Documents
IJCNLP 2019
A Summarization System for Scientific Documents
EMNLP 2019