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09/08/2023
Quantum Algorithm for Maximum Biclique Problem
Identifying a biclique with the maximum number of edges bears considerab...
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07/29/2023
GeneMask: Fast Pretraining of Gene Sequences to Enable Few-Shot Learning
Large-scale language models such as DNABert and LOGO aim to learn optima...
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05/11/2023
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
Continuous-time models such as Neural ODEs and Neural Flows have shown p...
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02/14/2023
A Review of the Role of Causality in Developing Trustworthy AI Systems
State-of-the-art AI models largely lack an understanding of the cause-ef...
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11/09/2022
Discrimination and Class Imbalance Aware Online Naive Bayes
Fairness-aware mining of massive data streams is a growing and challengi...
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11/07/2022
A Multi-task Model for Sentiment Aided Stance Detection of Climate Change Tweets
Climate change has become one of the biggest challenges of our time. Soc...
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10/16/2022
This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text
The use of deep neural models for diagnosis prediction from clinical tex...
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05/30/2022
Rites de Passage: Elucidating Displacement to Emplacement of Refugees on Twitter
Social media deliberations allow to explore refugee-related is-sues. AI-...
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03/30/2022
Example-based Explanations with Adversarial Attacks for Respiratory Sound Analysis
Respiratory sound classification is an important tool for remote screeni...
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02/25/2022
How to reduce the search space of Entity Resolution: with Blocking or Nearest Neighbor search?
Entity Resolution suffers from quadratic time complexity. To increase it...
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12/04/2021
Unraveling Social Perceptions Behaviors towards Migrants on Twitter
We draw insights from the social psychology literature to identify two f...
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10/07/2021
Prototype Learning for Interpretable Respiratory Sound Analysis
Remote screening of respiratory diseases has been widely studied as a no...
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08/17/2021
FARF: A Fair and Adaptive Random Forests Classifier
As Artificial Intelligence (AI) is used in more applications, the need t...
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07/12/2021
EduCOR: An Educational and Career-Oriented Recommendation Ontology
With the increased dependence on online learning platforms and education...
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05/29/2021
Hashing-Accelerated Graph Neural Networks for Link Prediction
Networks are ubiquitous in the real world. Link prediction, as one of th...
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01/17/2021
Membership Inference Attack on Graph Neural Networks
Graph Neural Networks (GNNs), which generalize traditional deep neural n...
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01/14/2020
Bias in Data-driven AI Systems – An Introductory Survey
AI-based systems are widely employed nowadays to make decisions that hav...
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10/25/2018
Expedition: A Time-Aware Exploratory Search System Designed for Scholars
Archives are an important source of study for various scholars. Digitiza...
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10/24/2018
Building and Querying Semantic Layers for Web Archives (Extended Version)
Web archiving is the process of collecting portions of the Web to ensure...
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10/24/2018
History by Diversity: Helping Historians search News Archives
Longitudinal corpora like newspaper archives are of immense value to his...
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10/23/2018
Ranking Archived Documents for Structured Queries on Semantic Layers
Archived collections of documents (like newspaper and web archives) serv...
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10/23/2018
Towards a Ranking Model for Semantic Layers over Digital Archives
Archived collections of documents (like newspaper archives) serve as imp...
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10/22/2018
Node Representation Learning for Directed Graphs
We propose a novel approach for learning node representations in directe...
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08/24/2018
A Trio Neural Model for Dynamic Entity Relatedness Ranking
Measuring entity relatedness is a fundamental task for many natural lang...
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08/15/2018
LogCanvas: Visualizing Search History Using Knowledge Graphs
In this demo paper, we introduce LogCanvas, a platform for user search h...
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03/21/2018
Multiple Models for Recommending Temporal Aspects of Entities
Entity aspect recommendation is an emerging task in semantic search that...
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03/30/2017
Finding News Citations for Wikipedia
An important editing policy in Wikipedia is to provide citations for add...
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02/03/2017
The Dawn of Today's Popular Domains: A Study of the Archived German Web over 18 Years
The Web has been around and maturing for 25 years. The popular websites ...
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02/01/2017
ArchiveWeb: collaboratively extending and exploring web archive collections - How would you like to work with your collections?
Curated web archive collections contain focused digital content which is...
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02/01/2017
ArchiveWeb: Collaboratively Extending and Exploring Web Archive Collections
Curated web archive collections contain focused digital contents which a...
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01/28/2017
How to Search the Internet Archive Without Indexing It
Significant parts of cultural heritage are produced on the web during th...
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11/10/2016
Why is it Difficult to Detect Sudden and Unexpected Epidemic Outbreaks in Twitter?
Social media services such as Twitter are a valuable source of informati...
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07/16/2014
Collaborative Filtering Ensemble for Personalized Name Recommendation
Out of thousands of names to choose from, picking the right one for your...
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02/27/2013
