44 citations · 59 across the 4 of their papers we have counts for
3 papers · 1 filter
Understanding and Predicting Characteristics of Test Collections in Information Retrieval
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…
Efficient Test Collection Construction via Active Learning
Md Mustafizur Rahman, Mucahid Kutlu, Tamer Elsayed +1
To create a new IR test collection at low cost, it is valuable to carefully select which documents merit human relevance judgments. Shared task campaigns such as NIST TREC pool doc…
Neural Information Retrieval: A Literature Review
Ye Zhang, Md Mustafizur Rahman, Alex Braylan +12
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…