23 citations · 26 across the 3 of their papers we have counts for
4 papers
Evaluating NL2SQL via SQL2NL
Mohammadtaher Safarzadeh, Afshin Oroojlooyjadid, Dan Roth
Robust evaluation in the presence of linguistic variation is key to understanding the generalization capabilities of Natural Language to SQL (NL2SQL) models, yet existing benchmark…
Stock-out Prediction in Multi-echelon Networks
Afshin Oroojlooyjadid, Lawrence Snyder, Martin Takáč
In multi-echelon inventory systems the performance of a given node is affected by events that occur at many other nodes and in many other time periods. For example, a supply disrup…
A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems
Afshin Oroojlooyjadid, MohammadReza Nazari, Lawrence Snyder +1
The beer game is a widely used in-class game that is played in supply chain management classes to demonstrate the bullwhip effect. The game is a decentralized, multi-agent, coopera…
Applying Deep Learning to the Newsvendor Problem
Afshin Oroojlooyjadid, Lawrence Snyder, Martin Takáč
The newsvendor problem is one of the most basic and widely applied inventory models. There are numerous extensions of this problem. If the probability distribution of the demand is…