Doron Cohen

12 papers · 2019–2025 · 7 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (28) 🧬 Topic Evolution 🗃️ Keyword Collector (62) 💎 Century Club (12) 🔥 Unstoppable (7)

Conferences

COLT (3) EMNLP (3) NIPS (2) ACL (1) ICLR (1) ICML (1) IJCNLP (1)

Top co-authors

Yosi Mass (6) Aryeh Kontorovich (6) David Konopnicki (5) Haggai Roitman (4) Shai Erera (3) Bar Weiner (2) Asaf Yehudai (2) Nathaniel Mills (2) Sachindra Joshi (2) Guy Lev (2)

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