15 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.IR2023★ 15 cited
Optimizing Airbnb Search Journey with Multi-task Learning
Chun How Tan, Austin Chan, Malay Haldar +6
At Airbnb, an online marketplace for stays and experiences, guests often spend weeks exploring and comparing multiple items before making a final reservation request. Each reservat…
cs.LG2023★ 4 cited
Scaling laws for single-agent reinforcement learning
Jacob Hilton, Jie Tang, John Schulman
Recent work has shown that, in generative modeling, cross-entropy loss improves smoothly with model size and training compute, following a power law plus constant scaling law. One…
cs.CL2022★ 3 cited
DeepStruct: Pretraining of Language Models for Structure Prediction
Chenguang Wang, Xiao Liu, Zui Chen +3
We introduce a method for improving the structural understanding abilities of language models. Unlike previous approaches that finetune the models with task-specific augmentation,…