David Carmel

4 papers · 2018–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

EMNLP (2) ACL (1) NAACL (1)

Top co-authors

Zohar Karnin (1) Ori Shapira (1) Guy Horowitz (1) Oleg Rokhlenko (1) Yoelle Maarek (1) Avshalom Manevich (1) Yftah Ziser (1) Ohad Rozen (1) Avihai Mejer (1) Simone Filice (1)

Research topics

Natural Language Processing (3) Machine Learning (2) Applications (2) Generation (2) Artificial Intelligence (1) Deep Learning (1) Speech & Audio (1) Application Areas (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Recognition (1)

Keywords

question answering (2) natural language processing (1) speech recognition (1) information retrieval (1) synthetic data generation (1) language model (1) synthetic data (1) mixture of expert (1) evaluation metric (1) retrieval-augmented generation (1) conversational agent (1) diversity measurement (1) conversational assistant (1) multi-document summarization (1) lexical similarity (1) voice assistant (1) contextual similarity (1) answer prediction (1) benchmark generation (1) product question (1)

Papers

Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025 Multi Document Summarization Evaluation in the Presence of Damaging Content EMNLP 2023 Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products NAACL 2021 Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper EMNLP 2018