Robert Giaquinto

3 papers · 2020–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

ACL (1) ICLR (1) NeurIPS (1)

Top co-authors

Ming Tan (2) Parminder Bhatia (2) Ramesh Nallapati (2) Arindam Banerjee (1) Sujan Kumar Gonugondla (1) Xiaopeng Li (1) Baishakhi Ray (1) Hantian Ding (1) Benjamin Kleiner (1) Arash Farahani (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Learning Types · Machine Learning (3) Core AI (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Applications (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Techniques (1)

Keywords

generative modeling (1) benchmark evaluation (1) density estimation (1) code completion (1) code generation (1) gradient boosting (1) posterior approximation (1) generative model (1) normalizing flow (1) variational autoencoder (1) foundation model (1) encoder-decoder architecture (1) few-shot prompting (1) code translation (1) structured knowledge (1) multilingual programming (1) text-to-sql generation (1) natural language to code (1) database schema (1) multi-task pretraining (1)

Papers

Multi-lingual Evaluation of Code Generation Models ICLR 2023 Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation ACL 2023 Gradient Boosted Normalizing Flows NeurIPS 2020