14.5k citations · 22.4k across the 46 of their papers we have counts for
4 papers · 1 filter
DuoRAT: Towards Simpler Text-to-SQL Models
Torsten Scholak, Raymond Li, Dzmitry Bahdanau +2
Recent neural text-to-SQL models can effectively translate natural language questions to corresponding SQL queries on unseen databases. Working mostly on the Spider dataset, resear…
Towards Ecologically Valid Research on Language User Interfaces
Harm de Vries, Dzmitry Bahdanau, Christopher Manning
Language User Interfaces (LUIs) could improve human-machine interaction for a wide variety of tasks, such as playing music, getting insights from databases, or instructing domestic…
BabyAI 1.1
David Yu-Tung Hui, Maxime Chevalier-Boisvert, Dzmitry Bahdanau +1
The BabyAI platform is designed to measure the sample efficiency of training an agent to follow grounded-language instructions. BabyAI 1.0 presents baseline results of an agent tra…
Combating False Negatives in Adversarial Imitation Learning
Konrad Zolna, Chitwan Saharia, Leonard Boussioux +4
In adversarial imitation learning, a discriminator is trained to differentiate agent episodes from expert demonstrations representing the desired behavior. However, as the trained…