6 citations · 7 across the 3 of their papers we have counts for
4 papers
A Multi-Task Architecture on Relevance-based Neural Query Translation
Sheikh Muhammad Sarwar, Hamed Bonab, James Allan
We describe a multi-task learning approach to train a Neural Machine Translation (NMT) model with a Relevance-based Auxiliary Task (RAT) for search query translation. The translati…
Term Relevance Feedback for Contextual Named Entity Retrieval
Sheikh Muhammad Sarwar, John Foley, James Allan
We address the role of a user in Contextual Named Entity Retrieval (CNER), showing (1) that user identification of important context-bearing terms is superior to automated approach…
Is Climate Change Controversial? Modeling Controversy as Contention Within Populations
Shiri Dori-Hacohen, Myungha Jang, James Allan
A growing body of research focuses on computationally detecting controversial topics and understanding the stances people hold on them. Yet gaps remain in our theoretical and pract…
Improving Document Clustering by Eliminating Unnatural Language
Myungha Jang, Jinho D. Choi, James Allan
Technical documents contain a fair amount of unnatural language, such as tables, formulas, pseudo-codes, etc. Unnatural language can be an important factor of confusing existing NL…