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Deep Reinforcement Learning with Graph-based State Representations
Deep RL approaches build much of their success on the ability of the dee...
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Using Machine Learning to Automate Mammogram Images Analysis
Breast cancer is the second leading cause of cancer-related death after ...
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AdaFair: Cumulative Fairness Adaptive Boosting
The widespread use of ML-based decision making in domains with high soci...
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FAE: A Fairness-Aware Ensemble Framework
Automated decision making based on big data and machine learning (ML) al...
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Hedera: Scalable Indexing and Exploring Entities in Wikipedia Revision History
Much of work in semantic web relying on Wikipedia as the main source of ...
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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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Fine Grained Citation Span for References in Wikipedia
Verifiability is one of the core editing principles in Wikipedia, editor...
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Automated News Suggestions for Populating Wikipedia Entity Pages
Wikipedia entity pages are a valuable source of information for direct c...
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Finding News Citations for Wikipedia
An important editing policy in Wikipedia is to provide citations for add...
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Named Entity Evolution Recognition on the Blogosphere
Advancements in technology and culture lead to changes in our language. ...
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Extraction of Evolution Descriptions from the Web
The evolution of named entities affects exploration and retrieval tasks ...
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Named Entity Evolution Analysis on Wikipedia
Accessing Web archives raises a number of issues caused by their tempora...
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Analysing Temporal Evolution of Interlingual Wikipedia Article Pairs
Wikipedia articles representing an entity or a topic in different langua...
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Balancing Novelty and Salience: Adaptive Learning to Rank Entities for Timeline Summarization of High-impact Events
Long-running, high-impact events such as the Boston Marathon bombing oft...
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A Robust Transformation-Based Learning Approach Using Ripple Down Rules for Part-of-Speech Tagging
In this paper, we propose a new approach to construct a system of transf...
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Linking Mathematical Software in Web Archives
The Web is our primary source of all kinds of information today. This in...
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Archiving Software Surrogates on the Web for Future Reference
Software has long been established as an essential aspect of the scienti...
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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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ArchiveSpark: Efficient Web Archive Access, Extraction and Derivation
Web archives are a valuable resource for researchers of various discipli...
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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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ArchiveWeb: Collaboratively Extending and Exploring Web Archive Collections
Curated web archive collections contain focused digital contents which a...
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iCrawl: Improving the Freshness of Web Collections by Integrating Social Web and Focused Web Crawling
Researchers in the Digital Humanities and journalists need to monitor, c...
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The iCrawl Wizard -- Supporting Interactive Focused Crawl Specification
Collections of Web documents about specific topics are needed for many a...
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Analyzing Web Archives Through Topic and Event Focused Sub-collections
Web archives capture the history of the Web and are therefore an importa...
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Ongoing Events in Wikipedia: A Cross-lingual Case Study
In order to effectively analyze information regarding ongoing events tha...
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Discovering Hidden Topical Hubs and Authorities in Online Social Networks
Finding influential users in online social networks is an important prob...
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Multiple Models for Recommending Temporal Aspects of Entities
Entity aspect recommendation is an emerging task in semantic search that...
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EventKG: A Multilingual Event-Centric Temporal Knowledge Graph
One of the key requirements to facilitate semantic analytics of informat...
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Predicting User Knowledge Gain in Informational Search Sessions
Web search is frequently used by people to acquire new knowledge and to ...
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EventKG+TL: Creating Cross-Lingual Timelines from an Event-Centric Knowledge Graph
The provision of multilingual event-centric temporal knowledge graphs su...
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An Analytics Tool for Exploring Scientific Software and Related Publications
Scientific software is one of the key elements for reproducible research...
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Detecting, Understanding and Supporting Everyday Learning in Web Search
Web search is among the most ubiquitous online activities, commonly used...
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Posthoc Interpretability of Learning to Rank Models using Secondary Training Data
Predictive models are omnipresent in automated and assisted decision mak...
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User Fairness in Recommender Systems
Recent works in recommendation systems have focused on diversity in reco...
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LogCanvas: Visualizing Search History Using Knowledge Graphs
In this demo paper, we introduce LogCanvas, a platform for user search h...
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A Trio Neural Model for Dynamic Entity Relatedness Ranking
Measuring entity relatedness is a fundamental task for many natural lang...
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EXS: Explainable Search Using Local Model Agnostic Interpretability
Retrieval models in information retrieval are used to rank documents for...
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Interpreting search result rankings through intent modeling
Given the recent interest in arguably accurate yet non-interpretable neu...
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Distances for WiFi Based Topological Indoor Mapping
For localization and mapping of indoor environments through WiFi signals...
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Towards Better Understanding Researcher Strategies in Cross-Lingual Event Analytics
With an increasing amount of information on globally important events, t...
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Heuristics-based Query Reordering for Federated Queries in SPARQL 1.1 and SPARQL-LD
The federated query extension of SPARQL 1.1 allows executing queries dis...
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Time-Aware and Corpus-Specific Entity Relatedness
Entity relatedness has emerged as an important feature in a plethora of ...
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Discovering Entities with Just a Little Help from You
Linking entities like people, organizations, books, music groups and the...
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TweetsKB: A Public and Large-Scale RDF Corpus of Annotated Tweets
Publicly available social media archives facilitate research in a variet...
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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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Tracking the History and Evolution of Entities: Entity-centric Temporal Analysis of Large Social Media Archives
How did the popularity of the Greek Prime Minister evolve in 2015? How d...
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Ranking Archived Documents for Structured Queries on Semantic Layers
Archived collections of documents (like newspaper and web archives) serv...
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Towards a Ranking Model for Semantic Layers over Digital Archives
Archived collections of documents (like newspaper archives) serve as imp...
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Data Integration for Supporting Biomedical Knowledge Graph Creation at Large-Scale
In recent years, following FAIR and open data principles, the number of ...
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Neural Based Statement Classification for Biased Language
Biased language commonly occurs around topics which are of controversial...
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