15 citations · 17 across the 5 of their papers we have counts for
5 papers
XAIQA: Explainer-Based Data Augmentation for Extractive Question Answering
Joel Stremmel, Ardavan Saeedi, Hamid Hassanzadeh +4
Extractive question answering (QA) systems can enable physicians and researchers to query medical records, a foundational capability for designing clinical studies and understandin…
Extend and Explain: Interpreting Very Long Language Models
Joel Stremmel, Brian L. Hill, Jeffrey Hertzberg +3
While Transformer language models (LMs) are state-of-the-art for information extraction, long text introduces computational challenges requiring suboptimal preprocessing steps or a…
ReFACTor: Practical Low-Rank Matrix Estimation Under Column-Sparsity
Matan Gavish, Regev Schweiger, Elior Rahmani +1
Various problems in data analysis and statistical genetics call for recovery of a column-sparse, low-rank matrix from noisy observations. We propose ReFACTor, a simple variation of…
Presymptomatic risk assessment for chronic non-communicable diseases
Badri Padhukasahasram, Eran Halperin, Jennifer Wessel +5
The prevalence of common chronic non-communicable diseases (CNCDs) far overshadows the prevalence of both monogenic and infectious diseases combined. All CNCDs, also called complex…
Coloring k-colorable graphs using relatively small palettes
Eran Halperin, Ram Nathaniel, Uri Zwick
We obtain the following new coloring results: * A 3-colorable graph on vertices with maximum degree~ can be colored, in polynomial time, using $O((Δ\logΔ)^{1/3} \cdot\log{n}…