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06/28/2023
Generative User-Experience Research for Developing Domain-specific Natural Language Processing Applications
User experience (UX) is a part of human-computer interaction (HCI) resea...
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05/25/2023
Neural Machine Translation for Mathematical Formulae
We tackle the problem of neural machine translation of mathematical form...
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05/22/2023
TEIMMA: The First Content Reuse Annotator for Text, Images, and Math
This demo paper presents the first tool to annotate the reuse of text, i...
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05/12/2023
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems
This project investigated new approaches and technologies to enhance the...
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05/03/2023
Introducing Peer Copy – A Fully Decentralized Peer-to-Peer File Transfer Tool
It allows any two parties that are either both on the same network or co...
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04/25/2023
Introducing MBIB – the first Media Bias Identification Benchmark Task and Dataset Collection
Although media bias detection is a complex multi-task problem, there is,...
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03/24/2023
Paraphrase Detection: Human vs. Machine Content
The growing prominence of large language models, such as GPT-4 and ChatG...
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03/17/2023
A Benchmark of PDF Information Extraction Tools using a Multi-Task and Multi-Domain Evaluation Framework for Academic Documents
Extracting information from academic PDF documents is crucial for numero...
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03/03/2023
Discovery and Recognition of Formula Concepts using Machine Learning
Citation-based Information Retrieval (IR) methods for scientific documen...
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02/16/2023
AI Usage Cards: Responsibly Reporting AI-generated Content
Given AI systems like ChatGPT can generate content that is indistinguish...
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11/15/2022
Collaborative and AI-aided Exam Question Generation using Wikidata in Education
Since the COVID-19 outbreak, the use of digital learning or education pl...
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11/12/2022
Mining Mathematical Documents for Question Answering via Unsupervised Formula Labeling
The increasing number of questions on Question Answering (QA) platforms ...
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11/08/2022
Caching and Reproducibility: Making Data Science experiments faster and FAIRer
Small to medium-scale data science experiments often rely on research so...
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11/07/2022
Exploiting Transformer-based Multitask Learning for the Detection of Media Bias in News Articles
Media has a substantial impact on the public perception of events. A one...
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10/26/2022
Analyzing Multi-Task Learning for Abstractive Text Summarization
Despite the recent success of multi-task learning and pre-finetuning for...
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10/13/2022
CS-Insights: A System for Analyzing Computer Science Research
This paper presents CS-Insights, an interactive web application to analy...
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10/07/2022
How Large Language Models are Transforming Machine-Paraphrased Plagiarism
The recent success of large language models for text generation poses a ...
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09/29/2022
Neural Media Bias Detection Using Distant Supervision With BABE – Bias Annotations By Experts
Media coverage has a substantial effect on the public perception of even...
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08/11/2022
Design and Evaluation of IPFS: A Storage Layer for the Decentralized Web
Recent years have witnessed growing consolidation of web operations. For...
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05/22/2022
A Domain-adaptive Pre-training Approach for Language Bias Detection in News
Media bias is a multi-faceted construct influencing individual behavior ...
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04/28/2022
D3: A Massive Dataset of Scholarly Metadata for Analyzing the State of Computer Science Research
DBLP is the largest open-access repository of scientific articles on com...
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03/28/2022
Specialized Document Embeddings for Aspect-based Similarity of Research Papers
Document embeddings and similarity measures underpin content-based recom...
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02/14/2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings
Learning scientific document representations can be substantially improv...
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01/24/2022
Comparative Verification of the Digital Library of Mathematical Functions and Computer Algebra Systems
Digital mathematical libraries assemble the knowledge of years of mathem...
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12/15/2021
Assisted Text Annotation Using Active Learning to Achieve High Quality with Little Effort
Large amounts of annotated data have become more important than ever, es...
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12/14/2021
Towards A Reliable Ground-Truth For Biased Language Detection
Reference texts such as encyclopedias and news articles can manifest bia...
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12/14/2021
Do You Think It's Biased? How To Ask For The Perception Of Media Bias
Media coverage possesses a substantial effect on the public perception o...
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12/14/2021
TASSY – A Text Annotation Survey System
We present a free and open-source tool for creating web-based surveys th...
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12/14/2021
Identification of Biased Terms in News Articles by Comparison of Outlet-specific Word Embeddings
Slanted news coverage, also called media bias, can heavily influence how...
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12/13/2021
Academic Storage Cluster
Decentralized storage is still rarely used in an academic and educationa...
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12/13/2021
ANEA: Automated (Named) Entity Annotation for German Domain-Specific Texts
Named entity recognition (NER) is an important task that aims to resolve...
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11/18/2021
Detecting Cross-Language Plagiarism using Open Knowledge Graphs
Identifying cross-language plagiarism is challenging, especially for dis...
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11/15/2021
Testing the Generalization of Neural Language Models for COVID-19 Misinformation Detection
A drastic rise in potentially life-threatening misinformation has been a...
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10/18/2021
Newsalyze: Effective Communication of Person-Targeting Biases in News Articles
Media bias and its extreme form, fake news, can decisively affect public...
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10/18/2021
How to Effectively Identify and Communicate Person-Targeting Media Bias in Daily News Consumption?
Slanted news coverage strongly affects public opinion. This is especiall...
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09/17/2021
MathTools: An Open API for Convenient MathML Handling
Mathematical formulae carry complex and essential semantic information i...
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09/16/2021
A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles
Literature recommendation systems (LRS) assist readers in the discovery ...
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09/11/2021
XCoref: Cross-document Coreference Resolution in the Wild
Datasets and methods for cross-document coreference resolution (CDCR) fo...
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09/11/2021
Qualitative and Quantitative Analysis of Diversity in Cross-document Coreference Resolution Datasets
Cross-document coreference resolution (CDCR) datasets, such as ECB+, con...
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09/02/2021
Towards Explaining STEM Document Classification using Mathematical Entity Linking
Document subject classification is essential for structuring (digital) l...
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07/02/2021
Concept Identification of Directly and Indirectly Related Mentions Referring to Groups of Persons
Unsupervised concept identification through clustering, i.e., identifica...
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06/15/2021
Incorporating Word Sense Disambiguation in Neural Language Models
We present two supervised (pre-)training methods to incorporate gloss de...
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06/08/2021
zbMATH Open: API Solutions and Research Challenges
We present zbMATH Open, the most comprehensive collection of reviews and...
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05/20/2021
Newsalyze: Enabling News Consumers to Understand Media Bias
News is a central source of information for individuals to inform themse...
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05/20/2021
Towards Target-dependent Sentiment Classification in News Articles
Extensive research on target-dependent sentiment classification (TSC) ha...
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05/20/2021
Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias
Traditional media outlets are known to report political news in a biased...
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04/28/2021
Evaluating Document Representations for Content-based Legal Literature Recommendations
Recommender systems assist legal professionals in finding relevant liter...
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04/11/2021
Fast Linking of Mathematical Wikidata Entities in Wikipedia Articles Using Annotation Recommendation
Mathematical information retrieval (MathIR) applications such as semanti...
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03/23/2021
Are Neural Language Models Good Plagiarists? A Benchmark for Neural Paraphrase Detection
The rise of language models such as BERT allows for high-quality text pa...
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03/22/2021