108 citations · 412 across the 18 of their papers we have counts for
19 papers
Patents Phrase to Phrase Semantic Matching Dataset
Grigor Aslanyan, Ian Wetherbee
There are many general purpose benchmark datasets for Semantic Textual Similarity but none of them are focused on technical concepts found in patents and scientific publications. T…
Robust posterior inference when statistically emulating forward simulations
Grigor Aslanyan, Richard Easther, Nathan Musoke +1
Scientific analyses often rely on slow, but accurate forward models for observable data conditioned on known model parameters. While various emulation schemes exist to approximate…
Personalized Query Auto-Completion Through a Lightweight Representation of the User Context
Manojkumar Rangasamy Kannadasan, Grigor Aslanyan
Query Auto-Completion (QAC) is a widely used feature in many domains, including web and eCommerce search, suggesting full queries based on a prefix typed by the user. QAC has been…
Personalized Ranking in eCommerce Search
Grigor Aslanyan, Aritra Mandal, Prathyusha Senthil Kumar +2
We address the problem of personalization in the context of eCommerce search. Specifically, we develop personalization ranking features that use in-session context to augment a gen…
Position Bias Estimation for Unbiased Learning-to-Rank in eCommerce Search
Grigor Aslanyan, Utkarsh Porwal
The Unbiased Learning-to-Rank framework has been recently proposed as a general approach to systematically remove biases, such as position bias, from learning-to-rank models. The m…
Efficient Optimal Reconstruction of Linear Fields and Band-powers from Cosmological Data
Benjamin Horowitz, Uros Seljak, Grigor Aslanyan
We present an efficient implementation of Wiener filtering of real-space linear field and optimal quadratic estimator of its power spectrum Band-powers. We first recast the field r…