Search Results for author: Md Mustafizur Rahman

Found 4 papers, 1 papers with code

Understanding and Predicting Characteristics of Test Collections in Information Retrieval

no code implementations24 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.

Information Retrieval Retrieval +1

Efficient Test Collection Construction via Active Learning

no code implementations17 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.

Active Learning

Neural Information Retrieval: A Literature Review

no code implementations18 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.

Information Retrieval Retrieval +2

Cannot find the paper you are looking for? You can Submit a new open access paper.