Praveen Paritosh

4 papers · 2016–2023 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ACL (2) IJCAI (1) NeurIPS (1)

Top co-authors

Ka Wong (2) Lora Aroyo (2) Andrew Y. Ng (1) Will Cukierski (1) Kenneth D. Forbus (1) Amirata Ghorbani (1) David Jurado (1) Xiaozhe Yao (1) Greg Diamos (1) Mark Mazumder (1)

Research topics

Machine Learning (3) Optimization & Theory (2) Computer Science (1) Data Science & Analytics (1) Mathematics & Optimization (1) Application Areas (1) Applications · Data Science & Analytics (1) Applications · Computer Science (1) Learning Types (1) Mathematics (1)

Keywords

annotation quality (2) inter-rater reliability (2) model evaluation (1) statistical evaluation (1) bootstrap method (1) data quality (1) dataset benchmark (1) data-centric ai (1) crowdsourced data (1) evaluation platform (1) cohens kappa (1) benchmark suite (1) kappa statistic (1) statistical analysis (1)

Papers

DataPerf: Benchmarks for Data-Centric AI Development NeurIPS 2023 k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations ACL 2022 Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ACL 2021 Learning Paraphrase Identification with Structural Alignment IJCAI 2016