Michael Färber

Orcid: 0000-0001-5458-8645

Affiliations:
  • KIT, Germany
  • University of Freiburg, Germany (former)


According to our database1, Michael Färber authored at least 100 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Benefits of international collaboration in computer science: a case study of China, the European Union, and the United States.
Scientometrics, February, 2024

Analyzing the impact of companies on AI research based on publications.
Scientometrics, January, 2024

GreeDy and CoDy: Counterfactual Explainers for Dynamic Graphs.
CoRR, 2024

Embedded Named Entity Recognition using Probing Classifiers.
CoRR, 2024

Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models.
CoRR, 2024

GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network.
CoRR, 2024

Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers.
CoRR, 2024

Future Timelines: Extraction and Visualization of Future-related Content From News Articles.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

HyperPIE: Hyperparameter Information Extraction from Scientific Publications.
Proceedings of the Advances in Information Retrieval, 2024

ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Biases in scholarly recommender systems: impact, prevalence, and mitigation.
Scientometrics, May, 2023

Measuring Variety, Balance, and Disparity: An Analysis of Media Coverage of the 2021 German Federal Election.
CoRR, 2023

Impact, Attention, Influence: Early Assessment of Autonomous Driving Datasets.
CoRR, 2023

SemOpenAlex: The Scientific Landscape in 26 Billion RDF Triples.
Proceedings of the Semantic Web - ISWC 2023, 2023

Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge Graph.
Proceedings of the ISWC 2023 Posters, 2023

Evaluating Generative Models for Graph-to-Text Generation.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

Vocab-Expander: A System for Creating Domain-Specific Vocabularies Based on Word Embeddings.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023

A Full-Fledged Framework for Combining Entity Linking Systems and Components.
Proceedings of the 12th Knowledge Capture Conference 2023, 2023

unarXive 2022: All arXiv Publications Pre-Processed for NLP, Including Structured Full-Text and Citation Network.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

CoCon: A Data Set on Combined Contextualized Research Artifact Use.
Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

Automatic Hint Generation.
Proceedings of the 2023 ACM SIGIR International Conference on Theory of Information Retrieval, 2023

Ablesbarkeitsmesser: A System for Assessing the Readability of German Text.
Proceedings of the Advances in Information Retrieval, 2023

A Full-fledged Commit Message Quality Checker Based on Machine Learning.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022
The Microsoft Academic Knowledge Graph enhanced: Author name disambiguation, publication classification, and embeddings.
Quant. Sci. Stud., 2022

Cross-lingual citations in English papers: a large-scale analysis of prevalence, usage, and impact.
Int. J. Digit. Libr., 2022

Predicting Companies' ESG Ratings from News Articles Using Multivariate Timeseries Analysis.
CoRR, 2022

The Green AI Ontology: An Ontology for Modeling the Energy Consumption of AI Models.
Proceedings of the ISWC 2022 Posters, 2022

AIFB-WebScience at SemEval-2022 Task 12: Relation Extraction First - Using Relation Extraction to Identify Entities.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Few-Shot Document-Level Relation Extraction.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

A Blocking-Based Approach to Enhance Large-Scale Reference Linking.
Proceedings of the Workshop on Understanding LIterature references in academic full TExt co-located with ACM/IEEE Joint Conference on Digital Libraries 2022 (Cologne, 2022

How does author affiliation affect preprint citation count?: analyzing citation bias at the institution and country level.
Proceedings of the JCDL '22: The ACM/IEEE Joint Conference on Digital Libraries in 2022, Cologne, Germany, June 20, 2022

Explaining Convolutional Neural Networks by Tagging Filters.
Proceedings of the CIKM 2022 Workshops co-located with 31st ACM International Conference on Information and Knowledge Management (CIKM 2022), 2022

Which Publications' Metadata Are in Which Bibliographic Databases? A System for Exploration.
Proceedings of the 12th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 44th European Conference on Information Retrieval (ECIR 2022), 2022

Sequence Labeling for Citation Field Extractionfrom Cyrillic Script References.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

Safety Aware Reinforcement Learning by Identifying Comprehensible Constraints in Expert Demonstrations.
Proceedings of the Workshop on Artificial Intelligence Safety 2022 (SafeAI 2022) co-located with the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI2022), 2022

When to Use Which Neural Network? Finding the Right Neural Network Architecture for a Research Problem.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021
The data set knowledge graph: Creating a linked open data source for data sets.
Quant. Sci. Stud., 2021

Improving question answering for event-focused questions in temporal collections of news articles.
Inf. Retr. J., 2021

Are Investors Biased Against Women? Analyzing How Gender Affects Startup Funding in Europe.
CoRR, 2021

Towards Full-Fledged Argument Search: A Framework for Extracting and Clustering Arguments from Unstructured Text.
CoRR, 2021

C-Rex: A Comprehensive System for Recommending In-Text Citations with Explanations.
Proceedings of the Companion of The Web Conference 2021, 2021

DataHunter: A System for Finding Datasets Based on Scientific Problem Descriptions.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

Quantifying Explanations of Neural Networks in E-Commerce Based on LRP.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

CLiT: Combining Linking Techniques for Everyone.
Proceedings of the Semantic Web: ESWC 2021 Satellite Events, 2021

Right for the Right Reasons: Making Image Classification Intuitively Explainable.
Proceedings of the Advances in Information Retrieval, 2021

Exploding TV Sets and Disappointing Laptops: Suggesting Interesting Content in News Archives Based on Surprise Estimation.
Proceedings of the Advances in Information Retrieval, 2021

Recommending Datasets for Scientific Problem Descriptions.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Media Bias Everywhere? A Vision for Dealing with the Manipulation of Public Opinion.
Proceedings of the Advances in Bias and Fairness in Information Retrieval, 2021

Identifying Used Methods and Datasets in Scientific Publications.
Proceedings of the Workshop on Scientific Document Understanding co-located with 35th AAAI Conference on Artificial Inteligence, 2021

2020
unarXive: a large scholarly data set with publications' full-text, annotated in-text citations, and links to metadata.
Scientometrics, 2020

Citation recommendation: approaches and datasets.
Int. J. Digit. Libr., 2020

Right for the Right Reason: Making Image Classification Robust.
CoRR, 2020

AWARE: A Situational Awareness Framework for Facilitating Adaptive Behavior of Autonomous Vehicles in Manufacturing.
Proceedings of the Semantic Web - ISWC 2020, 2020

KORE 50<sup>DYWC</sup>: An Evaluation Data Set for Entity Linking Based on DBpedia, YAGO, Wikidata, and Crunchbase.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Annotating and Analyzing Biased Sentences in News Articles using Crowdsourcing.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Making Neural Networks FAIR.
Proceedings of the Knowledge Graphs and Semantic Web, 2020

Trends of Publications' Citations and Altmetrics Based on Open Access Types.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

HybridCite: A Hybrid Model for Context-Aware Citation Recommendation.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Analyzing the GitHub Repositories of Research Papers.
Proceedings of the JCDL '20: Proceedings of the ACM/IEEE Joint Conference on Digital Libraries in 2020, 2020

Who's Behind That Website? Classifying Websites by the Degree of Commercial Intent.
Proceedings of the Web Engineering - 20th International Conference, 2020

A Large-Scale Analysis of Cross-lingual Citations in English Papers.
Proceedings of the Digital Libraries at Times of Massive Societal Transition, 2020

Answering Event-Related Questions over Long-Term News Article Archives.
Proceedings of the Advances in Information Retrieval, 2020

Semantic Modelling of Citation Contexts for Context-Aware Citation Recommendation.
Proceedings of the Advances in Information Retrieval, 2020

A Multidimensional Dataset Based on Crowdsourcing for Analyzing and Detecting News Bias.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Neural Citation Recommendation: A Reproducibility Study.
Proceedings of the 10th International Workshop on Bibliometric-enhanced Information Retrieval co-located with 42nd European Conference on Information Retrieval, 2020

2019
Linked Crunchbase: A Linked Data API and RDF Data Set About Innovative Companies.
CoRR, 2019

Relational schemata for distributed SPARQL query processing.
Proceedings of the International Workshop on Semantic Big Data, 2019

Evaluating the Availability of Open Citation Data.
Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019) co-located with the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019), 2019

The Microsoft Academic Knowledge Graph: A Linked Data Source with 8 Billion Triples of Scholarly Data.
Proceedings of the Semantic Web - ISWC 2019, 2019

Team Peter Brinkmann at SemEval-2019 Task 4: Detecting Biased News Articles Using Convolutional Neural Networks.
Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

ScholarSight: Visualizing Temporal Trends of Scientific Concepts.
Proceedings of the 19th ACM/IEEE Joint Conference on Digital Libraries, 2019

Determining How Citations Are Used in Citation Contexts.
Proceedings of the Digital Libraries for Open Knowledge, 2019

Bibliometric-Enhanced arXiv: A Data Set for Paper-Based and Citation-Based Tasks.
Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2019) co-located with the 41st European Conference on Information Retrieval (ECIR 2019), 2019

PaperHunter: A System for Exploring Papers and Citation Contexts.
Proceedings of the Advances in Information Retrieval, 2019

Finding Temporal Trends of Scientific Concepts.
Proceedings of the 8th International Workshop on Bibliometric-enhanced Information Retrieval (BIR 2019) co-located with the 41st European Conference on Information Retrieval (ECIR 2019), 2019

Identifying Twitter Bots Using a Convolutional Neural Network.
Proceedings of the Working Notes of CLEF 2019, 2019

2018
A Linked Data wrapper for CrunchBase.
Semantic Web, 2018

Linked data quality of DBpedia, Freebase, OpenCyc, Wikidata, and YAGO.
Semantic Web, 2018

Which Knowledge Graph Is Best for Me?
CoRR, 2018

A High-Quality Gold Standard for Citation-based Tasks.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Towards Recommending Interesting Content in News Archives.
Proceedings of the Maturity and Innovation in Digital Libraries, 2018

PRoST: Distributed Execution of SPARQL Queries Using Mixed Partitioning Strategies.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

CITEWERTs: A System Combining Cite-Worthiness with Citation Recommendation.
Proceedings of the Advances in Information Retrieval, 2018

To Cite, or Not to Cite? Detecting Citation Contexts in Text.
Proceedings of the Advances in Information Retrieval, 2018

2017
Semantic search for novel information.
PhD thesis, 2017

The xLiMe system: Cross-lingual and cross-modal semantic annotation, search and recommendation over live-TV, news and social media streams.
J. Web Semant., 2017

BreXearch: Exploring Brexit Data Using Cross-Lingual and Cross-Media Semantic Search.
Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

A Delay-Robust Touristic Plan Recommendation Using Real-World Public Transportation Information.
Proceedings of the 2nd Workshop on Recommenders in Tourism co-located with 11th ACM Conference on Recommender Systems (RecSys 2017), 2017

2016
Using a semantic wiki for technology forecast and technology monitoring.
Program, 2016

Towards Monitoring of Novel Statements in the News.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

On Emerging Entity Detection.
Proceedings of the Knowledge Engineering and Knowledge Management, 2016

XKnowSearch!: Exploiting Knowledge Bases for Entity-based Cross-lingual Information Retrieval.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
A Statistical Comparison of Current Knowledge Bases.
Proceedings of the Joint Proceedings of the Posters and Demos Track of 11th International Conference on Semantic Systems - SEMANTiCS 2015 and 1st Workshop on Data Science: Methods, Technology and Applications (DSci15) 11th International Conference on Semantic Systems, 2015

Toward Real Event Detection.
Proceedings of the 4th International Workshop on Detection, 2015

2014
Exploiting Semantic Annotations for Entity-based Information Retrieval.
Proceedings of the ISWC 2014 Posters & Demonstrations Track a track within the 13th International Semantic Web Conference, 2014

xLiD-Lexica: Cross-lingual Linked Data Lexica.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Kuphi - an Investigation Tool for Searching for and via Semantic Relations.
Proceedings of the Semantic Web: ESWC 2014 Satellite Events, 2014

2013
Ontology-Supported Document Ranking for Novelty Search.
Proceedings of the Semantic Web: Semantics and Big Data, 10th International Conference, 2013

A semantic wiki for novelty search on documents.
Proceedings of the 13th Dutch-Belgian Workshop on Information Retrieval, 2013

A Comparative Evaluation of Cross-Lingual Text Annotation Techniques.
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Visualization, 2013


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