Ivan Srba

Orcid: 0000-0003-3511-5337

According to our database1, Ivan Srba authored at least 40 papers between 2010 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Fine-Tuning, Prompting, In-Context Learning and Instruction-Tuning: How Many Labelled Samples Do We Need?
CoRR, 2024

On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices.
CoRR, 2024

Automatic Combination of Sample Selection Strategies for Few-Shot Learning.
CoRR, 2024

Authorship Obfuscation in Multilingual Machine-Generated Text Detection.
CoRR, 2024

Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation.
CoRR, 2024

2023
Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles.
Trans. Recomm. Syst., March, 2023

On the Effects of Randomness on Stability of Learning with Limited Labelled Data: A Systematic Literature Review.
CoRR, 2023

Disinformation Capabilities of Large Language Models.
CoRR, 2023

A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts.
CoRR, 2023

Is it indeed bigger better? The comprehensive study of claim detection LMs applied for disinformation tackling.
CoRR, 2023

Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification.
CoRR, 2023

KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Multilingual Previously Fact-Checked Claim Retrieval.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

MULTITuDE: Large-Scale Multilingual Machine-Generated Text Detection Benchmark.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022
Quantitative and qualitative analysis of linking patterns of mainstream and partisan online news media in Central Europe.
Online Inf. Rev., 2022

Automated, not Automatic: Needs and Practices in European Fact-checking Organizations as a basis for Designing Human-centered AI Systems.
CoRR, 2022

Monant Medical Misinformation Dataset: Mapping Articles to Fact-Checked Claims.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics (Extended Abstract).
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021
Addressing Hate Speech with Data Science: An Overview from Computer Science Perspective.
CoRR, 2021

Towards Continuous Automatic Audits of Social Media Adaptive Behavior and its Role in Misinformation Spreading.
Proceedings of the Adjunct Publication of the 29th ACM Conference on User Modeling, 2021

An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes.
Proceedings of the RecSys '21: Fifteenth ACM Conference on Recommender Systems, Amsterdam, The Netherlands, 27 September 2021, 2021

2020
POI Recommendation Based on Locality-Specific Seasonality and Long-Term Trends.
Proceedings of the SOFSEM 2020: Theory and Practice of Computer Science, 2020

FireAnt: Claim-Based Medical Misinformation Detection and Monitoring.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

Examining the Linking Patterns and Link Building Strategies of Mainstream and Partisan Online News Media in Central Europe.
Proceedings of the Data and Information in Online Environments, 2020

2019
Employing community question answering for online discussions in university courses: Students' perspective.
Comput. Educ., 2019

2017
Education-specific Tag Recommendation in CQA Systems.
Proceedings of the Adjunct Publication of the 25th Conference on User Modeling, 2017

Educational Question Routing in Online Student Communities.
Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

2016
A Comprehensive Survey and Classification of Approaches for Community Question Answering.
ACM Trans. Web, 2016

Why is Stack Overflow Failing? Preserving Sustainability in Community Question Answering.
IEEE Softw., 2016

Exploiting Content Quality and Question Difficulty in CQA Reputation Systems.
Proceedings of the Advances in Network Science, 2016

Design of CQA Systems for Flexible and Scalable Deployment and Evaluation.
Proceedings of the Web Engineering - 16th International Conference, 2016

2015
Dynamic Group Formation as an Approach to Collaborative Learning Support.
IEEE Trans. Learn. Technol., 2015

Askalot: Community Question Answering as a Means for Knowledge Sharing in an Educational Organization.
Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing, 2015

Utilizing Non-QA Data to Improve Questions Routing for Users with Low QA Activity in CQA.
Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015

2014
ALEF: From Application to Platform for Adaptive Collaborative Learning.
Proceedings of the Recommender Systems for Technology Enhanced Learning., 2014

2013
Designing Learning Environments Based on Collaborative Content Creation.
Proceedings of ECTEL meets ECSCW 2013, 2013

Adaptive Support for Educational Question Answering.
Proceedings of the Doctoral Consortium at the European Conference on Technology Enhanced Learning 2013 co-located with the EC-TEL 2013 conference (EC-TEL 2013), 2013

2012
Encouragement of Collaborative Learning Based on Dynamic Groups.
Proceedings of the 21st Century Learning for 21st Century Skills, 2012

2011
Towards Collaborative Metadata Enrichment for Adaptive Web-Based Learning.
Proceedings of the 2011 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2011

2010
Tracing Strength of Relationships in Social Networks.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and International Conference on Intelligent Agent Technology - Workshops, Toronto, Canada, August 31, 2010


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