Svitlana Volkova
Orcid: 0000-0002-6131-3073
According to our database1,
Svitlana Volkova
authored at least 59 papers
between 2010 and 2023.
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Bibliography
2023
Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods.
Comput. Math. Organ. Theory, March, 2023
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers.
CoRR, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
2022
ExSAIS: Workshop on Extreme Scaling of AI for Science Message from the workshop chairs.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
2021
Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community.
CoRR, 2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages.
CoRR, 2021
Proceedings of the 2021 IEEE Visualization Conference, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the Ninth International Workshop on Natural Language Processing for Social Media, 2021
2020
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks.
CoRR, 2020
Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation.
Proceedings of the 13th International Conference on Natural Language Generation, 2020
2019
Multilingual Multimodal Digital Deception Detection and Disinformation Spread across Social Platforms.
CoRR, 2019
Proceedings of the World Wide Web Conference, 2019
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation.
Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019
Proceedings of the Thirteenth International Conference on Web and Social Media, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Propagation From Deceptive News Sources Who Shares, How Much, How Evenly, and How Quickly?
IEEE Trans. Comput. Soc. Syst., 2018
Misleading or Falsification: Inferring Deceptive Strategies and Types in Online News and Social Media.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics.
Proceedings of the Twelfth International Conference on Web and Social Media, 2018
Proceedings of the 27th International Conference on Computational Linguistics, 2018
How Humans Versus Bots React to Deceptive and Trusted News Sources: A Case Study of Active Users.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Uncovering the relationships between military community health and affects expressed in social media.
EPJ Data Sci., 2017
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models.
CoRR, 2017
Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams.
Proceedings of the 2nd Workshop on Representation Learning for NLP, 2017
CrystalBall: A Visual Analytic System for Future Event Discovery and Analysis from Social Media Data.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017
Identifying Effective Signals to Predict Deleted and Suspended Accounts on Twitter Across Languages.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network.
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Understanding Social Media's Take on Climate Change through Large-Scale Analysis of Targeted Opinions and Emotions.
Proceedings of the 2017 AAAI Spring Symposia, 2017
2016
Using Social Media to Measure Student Wellbeing: A Large-Scale Study of Emotional Response in Academic Discourse.
Proceedings of the Social Informatics - 8th International Conference, 2016
Proceedings of the Social Informatics - 8th International Conference, 2016
Understanding Roles of Social Media in Academic Engagement and Satisfaction for Graduate Students.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016
Proceedings of the Second IEEE International Conference on Big Data Computing Service and Applications, 2016
Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Discourse, Health and Well-Being of Military Populations Through the Social Media Lens.
Proceedings of the World Wide Web and Population Health Intelligence, 2016
2015
On Predicting Sociodemographic Traits and Emotions from Communications in Social Networks and Their Implications to Online Self-Disclosure.
Cyberpsychology Behav. Soc. Netw., 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Exploring Sentiment in Social Media: Bootstrapping Subjectivity Clues from Multilingual Twitter Streams.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
2012
Proceedings of the EACL 2012, 2012
2010
Boosting Biomedical Entity Extraction by Using Syntactic Patterns for Semantic Relation Discovery.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010
Proceedings of the IEEE International Conference on Intelligence and Security Informatics, 2010