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07/10/2023
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification
Medical image classification is a challenging task due to the scarcity o...
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05/23/2023
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond
With the recent appearance of LLMs in practical settings, having methods...
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12/17/2022
Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation
Dense retrievers have made significant strides in obtaining state-of-the...
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11/10/2022
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing
This paper introduces the shared task of summarizing documents in severa...
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08/28/2021
Feature Selection in High-dimensional Space Using Graph-Based Methods
High-dimensional feature selection is a central problem in a variety of ...
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05/18/2021
BookSum: A Collection of Datasets for Long-form Narrative Summarization
The majority of available text summarization datasets include short-form...
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11/30/2020
Accurate and Scalable Matching of Translators to Displaced Persons for Overcoming Language Barriers
Residents of developing countries are disproportionately susceptible to ...
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06/11/2019
Distribution-Free Multisample Test Based on Optimal Matching with Applications to Single Cell Genomics
In this paper we propose a nonparametric graphical test based on optimal...
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08/06/2018