1 code implementation • 17 Jun 2021 • Md Mustafizur Rahman, Dinesh Balakrishnan, Dhiraj Murthy, Mucahid Kutlu, Matthew Lease
Our key insight is that the rarity and subjectivity of hate speech are akin to that of relevance in information retrieval (IR).
no code implementations • 24 Dec 2020 • Md Mustafizur Rahman, Mucahid Kutlu, Matthew Lease
Research community evaluations in information retrieval, such as NIST's Text REtrieval Conference (TREC), build reusable test collections by pooling document rankings submitted by many teams.
no code implementations • 17 Jan 2018 • Md Mustafizur Rahman, Mucahid Kutlu, Tamer Elsayed, Matthew Lease
To create a new IR test collection at low cost, it is valuable to carefully select which documents merit human relevance judgments.
no code implementations • 18 Nov 2016 • Ye Zhang, Md Mustafizur Rahman, Alex Braylan, Brandon Dang, Heng-Lu Chang, Henna Kim, Quinten McNamara, Aaron Angert, Edward Banner, Vivek Khetan, Tyler McDonnell, An Thanh Nguyen, Dan Xu, Byron C. Wallace, Matthew Lease
A recent "third wave" of Neural Network (NN) approaches now delivers state-of-the-art performance in many machine learning tasks, spanning speech recognition, computer vision, and natural language processing.