DIY: Assessing the Correctness of Natural Language to SQL Systems
Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
IUI | April 2021
Return to Microsoft Research Lab – Redmond
Grounded Reasoning and Interactive Learning (GRAIL)
Publications
Publications
Publications by Year
-
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
IUI | April 2021
-
“Who doesn’t like dinosaurs?” Finding and Eliciting Richer Preferences for Recommendation
Tobias Schnabel, Gonzalo Ramos, Saleema Amershi
14th ACM Conference on Recommender Systems | September 2020
A Teaching Language for Building Object Detection Models
Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Understanding and Supporting Knowledge Decomposition for Machine Teaching
Felicia Ng, Jina Suh, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
Shashank Srivastava, Alex Polozov, Nebojsa Jojic, Chris Meek
Association for Computational Linguistics | June 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
Bailin Wang, Richard Shin, Xiaodong Liu, Alex Polozov, Matthew Richardson
ACL 2020 | June 2020
Interactive machine teaching: a human-centered approach to building machine-learned models
Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
Human–Computer Interaction | April 2020
-
Do Machine Teachers Dream of Algorithms?
Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
December 2019
Generative Code Modeling with Graphs
Marc Brockschmidt, Miltos Allamanis, Alex Gaunt, Alex Polozov
7th International Conference on Learning Representations | May 2019
Publications by Research Area
-
DIY: Assessing the Correctness of Natural Language to SQL Systems
Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
IUI | April 2021
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
IUI | April 2021
“Who doesn’t like dinosaurs?” Finding and Eliciting Richer Preferences for Recommendation
Tobias Schnabel, Gonzalo Ramos, Saleema Amershi
14th ACM Conference on Recommender Systems | September 2020
A Teaching Language for Building Object Detection Models
Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Understanding and Supporting Knowledge Decomposition for Machine Teaching
Felicia Ng, Jina Suh, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
Shashank Srivastava, Alex Polozov, Nebojsa Jojic, Chris Meek
Association for Computational Linguistics | June 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
Bailin Wang, Richard Shin, Xiaodong Liu, Alex Polozov, Matthew Richardson
ACL 2020 | June 2020
Interactive machine teaching: a human-centered approach to building machine-learned models
Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
Human–Computer Interaction | April 2020
Do Machine Teachers Dream of Algorithms?
Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
December 2019
Generative Code Modeling with Graphs
Marc Brockschmidt, Miltos Allamanis, Alex Gaunt, Alex Polozov
7th International Conference on Learning Representations | May 2019
-
DIY: Assessing the Correctness of Natural Language to SQL Systems
Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
IUI | April 2021
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
Shashank Srivastava, Alex Polozov, Nebojsa Jojic, Chris Meek
Association for Computational Linguistics | June 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
Bailin Wang, Richard Shin, Xiaodong Liu, Alex Polozov, Matthew Richardson
ACL 2020 | June 2020
-
DIY: Assessing the Correctness of Natural Language to SQL Systems
Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
IUI | April 2021
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
IUI | April 2021
“Who doesn’t like dinosaurs?” Finding and Eliciting Richer Preferences for Recommendation
Tobias Schnabel, Gonzalo Ramos, Saleema Amershi
14th ACM Conference on Recommender Systems | September 2020
A Teaching Language for Building Object Detection Models
Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Understanding and Supporting Knowledge Decomposition for Machine Teaching
Felicia Ng, Jina Suh, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
Shashank Srivastava, Alex Polozov, Nebojsa Jojic, Chris Meek
Association for Computational Linguistics | June 2020
Interactive machine teaching: a human-centered approach to building machine-learned models
Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
Human–Computer Interaction | April 2020
Do Machine Teachers Dream of Algorithms?
Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
December 2019
-
DIY: Assessing the Correctness of Natural Language to SQL Systems
Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
IUI | April 2021
Generative Code Modeling with Graphs
Marc Brockschmidt, Miltos Allamanis, Alex Gaunt, Alex Polozov
7th International Conference on Learning Representations | May 2019
Publications by Type
-
DIY: Assessing the Correctness of Natural Language to SQL Systems
Arpit Narechania, Adam Fourney, Bongshin Lee, Gonzalo Ramos
IUI | April 2021
ForSense: Accelerating Online Research Through Sensemaking Integration and Machine Research Support
Napol Rachatasumrit, Gonzalo Ramos, Jina Suh, Rachel Ng, Chris Meek
IUI | April 2021
“Who doesn’t like dinosaurs?” Finding and Eliciting Richer Preferences for Recommendation
Tobias Schnabel, Gonzalo Ramos, Saleema Amershi
14th ACM Conference on Recommender Systems | September 2020
A Teaching Language for Building Object Detection Models
Nicole Sultanum, Soroush Ghorashi, Chris Meek, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Understanding and Supporting Knowledge Decomposition for Machine Teaching
Felicia Ng, Jina Suh, Gonzalo Ramos
ACM conference on Designing Interactive Systems (DIS) | July 2020
Learning Web-based Procedures by Reasoning over Explanations and Demonstrations in Context
Shashank Srivastava, Alex Polozov, Nebojsa Jojic, Chris Meek
Association for Computational Linguistics | June 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
Bailin Wang, Richard Shin, Xiaodong Liu, Alex Polozov, Matthew Richardson
ACL 2020 | June 2020
Generative Code Modeling with Graphs
Marc Brockschmidt, Miltos Allamanis, Alex Gaunt, Alex Polozov
7th International Conference on Learning Representations | May 2019
-
Interactive machine teaching: a human-centered approach to building machine-learned models
Gonzalo Ramos, Chris Meek, Patrice Simard, Jina Suh, Soroush Ghorashi
Human–Computer Interaction | April 2020
-
Do Machine Teachers Dream of Algorithms?
Gonzalo Ramos, Felicia Ng, Nicole Sultanum, Chris Meek, Jina Suh, Soroush Ghorashi
December 2019