Svitlana Volkova

90 papers A* 6A 10B 4C 1Journal 36Unranked 31
YearRankTypeTitle / Venue / Authors
2026 J jnl
Density-Guided Response Optimization: Community-Grounded Alignment via Implicit Acceptance Signals.
CoRR
Patrick Gérard, Svitlana Volkova
2026 — conf
Evaluating LLM Alignment under Big Five Personality Prompting.
LaCATODA@AAAI
Hsien-Te Kao, Svitlana Volkova
2025 J jnl
Building Resilient Information Ecosystems: Large LLM-Generated Dataset of Persuasion Attacks.
CoRR
Hsien-Te Kao, Aleksey Panasyuk, Peter Bautista, William Dupree, Gabriel Ganberg, Jeffrey M. Beaubien, Laura Cassani, Svitlana Volkova
2025 J jnl
Community-Aligned Behavior Under Uncertainty: Evidence of Epistemic Stance Transfer in LLMs.
CoRR
Patrick Gérard, Aiden Chang, Svitlana Volkova
2025 J jnl
Cross-Disciplinary Knowledge Retrieval and Synthesis: A Compound AI Architecture for Scientific Discovery.
CoRR
Svitlana Volkova, Peter Bautista, Avinash Hiriyanna, Gabriel Ganberg, Isabel Erickson, Zachary Klinefelter, Nick Abele, Hsien-Te Kao, Grant Engberson
2025 J jnl
Exploring Big Five Personality and AI Capability Effects in LLM-Simulated Negotiation Dialogues.
CoRR
Myke C. Cohen, Zhe Su, Hsien-Te Kao, Daniel Nguyen, Spencer Lynch, Maarten Sap, Svitlana Volkova
2025 A conf
Modeling Information Narrative Evolution on Telegram During the Russia-Ukraine War.
ICWSM
Patrick Gérard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger
2025 J jnl
Proactive Defense: Compound AI for Detecting Persuasion Attacks and Measuring Inoculation Effectiveness.
CoRR
Svitlana Volkova, Will Dupree, Hsien-Te Kao, Peter Bautista, Gabe Ganberg, Jeff Beaubien, Laura Cassani
2025 — conf
SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation.
NAACL (System Demonstrations)
Xuhui Zhou, Zhe Su, Sophie Feng, Jiaxu Zhou, Jen-tse Huang, Hsien-Te Kao, Spencer Lynch, Svitlana Volkova, Tongshuang Wu, Anita Woolley, Hao Zhu, Maarten Sap
2025 J jnl
SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation.
CoRR
Xuhui Zhou, Zhe Su, Sophie Feng, Jiaxu Zhou, Jen-tse Huang, Hsien-Te Kao, Spencer Lynch, Svitlana Volkova, Sherry Tongshuang Wu, Anita Woolley, Hao Zhu, Maarten Sap
2025 J jnl
Simulating Teams with LLM Agents: Interactive 2D Environments for Studying Human-AI Dynamics.
CoRR
Mohammed Almutairi, Charles Chiang, Haoze Guo, Matthew Belcher, Nandini Banerjee, Maria Milkowski, Svitlana Volkova, Daniel Nguyen, Tim Weninger, Michael Yankoski, Trenton W. Ford, Diego Gómez-Zará
2025 — conf
VIRT-LAB: An AI-Powered System for Flexible, Customizable, and Large-scale Team Simulations.
UIST Adjunct
Mohammed Almutairi, Charles Chiang, Haoze Guo, Matthew Belcher, Nandini Banerjee, Maria Milkowski, Svitlana Volkova, Daniel Nguyen, Tim Weninger, Michael G. Yankoski, Trenton W. Ford, Diego Gómez-Zará
2025 — conf
VirTLab: Augmented Intelligence for Modeling and Evaluating Human-AI Teaming Through Agent Interactions.
HCI (48)
Svitlana Volkova, Daniel Nguyen, Louis Penafiel, Hsien-Te Kao, Myke C. Cohen, Grant Engberson, Laura Cassani, Mohammed Almutairi, Charles Chiang, Nandini Banerjee, Matthew Belcher, Trenton W. Ford, Michael G. Yankoski, Tim Weninger, Diego Gómez-Zará, Summer Rebensky
2025 J jnl
VirtLab: An AI-Powered System for Flexible, Customizable, and Large-scale Team Simulations.
CoRR
Mohammed Almutairi, Charles Chiang, Haoze Guo, Matthew Belcher, Nandini Banerjee, Maria Milkowski, Svitlana Volkova, Daniel Nguyen, Tim Weninger, Michael Yankoski, Trenton W. Ford, Diego Gómez-Zará
2024 J jnl
Anticipating Technical Expertise and Capability Evolution in Research Communities Using Dynamic Graph Transformers.
IEEE Trans. Comput. Soc. Syst.
Sameera Horawalavithana, Ellyn Ayton, Anastasiya Usenko, Robin Cosbey, Svitlana Volkova
2024 J jnl
Exploratory Models of Human-AI Teams: Leveraging Human Digital Twins to Investigate Trust Development.
CoRR
Daniel Nguyen, Myke C. Cohen, Hsien-Te Kao, Grant Engberson, Louis Penafiel, Spencer Lynch, Svitlana Volkova
2024 — conf
Machine Learning Insights Into Eating Disorder Twitter Communities.
CHI Extended Abstracts
Hsien-Te Kao, Isabel Erickson, Minh Duc Chu, Zihao He, Kristina Lerman, Svitlana Volkova
2024 J jnl
Modeling Information Narrative Detection and Evolution on Telegram during the Russia-Ukraine War.
CoRR
Patrick Gérard, Svitlana Volkova, Louis Penafiel, Kristina Lerman, Tim Weninger
2024 J jnl
Towards Safer Online Spaces: Simulating and Assessing Intervention Strategies for Eating Disorder Discussions.
CoRR
Louis Penafiel, Hsien-Te Kao, Isabel Erickson, David Chu, Robert McCormack, Kristina Lerman, Svitlana Volkova
2024 — conf
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions.
EMNLP (Findings)
Chan Young Park, Shuyue Stella Li, Hayoung Jung, Svitlana Volkova, Tanushree Mitra, David Jurgens, Yulia Tsvetkov
2024 J jnl
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions.
CoRR
Chan Young Park, Shuyue Stella Li, Hayoung Jung, Svitlana Volkova, Tanushree Mitra, David Jurgens, Yulia Tsvetkov
2023 J jnl
Anticipating Technical Expertise and Capability Evolution in Research Communities using Dynamic Graph Transformers.
CoRR
Sameera Horawalavithana, Ellyn Ayton, Anastasiya Usenko, Robin Cosbey, Svitlana Volkova
2023 J jnl
Explaining and predicting human behavior and social dynamics in simulated virtual worlds: reproducibility, generalizability, and robustness of causal discovery methods.
Comput. Math. Organ. Theory
Svitlana Volkova, Dustin Arendt, Emily Saldanha, Maria Glenski, Ellyn Ayton, Joseph Cottam, Sinan G. Aksoy, Brett A. Jefferson, Karthnik Shrivaram
2023 — conf
Unsupervised Keyphrase Extraction via Interpretable Neural Networks.
EACL (Findings)
Rishabh Joshi, Vidhisha Balachandran, Emily Saldanha, Maria Glenski, Svitlana Volkova, Yulia Tsvetkov
2022 J jnl
EXPERT: Public Benchmarks for Dynamic Heterogeneous Academic Graphs.
CoRR
Sameera Horawalavithana, Ellyn Ayton, Anastasiya Usenko, Shivam Sharma, Jasmine Eshun, Robin Cosbey, Maria Glenski, Svitlana Volkova
2022 — conf
ExSAIS: Workshop on Extreme Scaling of AI for Science Message from the workshop chairs.
IPDPS Workshops
Svitlana Volkova, Robert Rallo
2022 J jnl
Unsupervised Keyphrase Extraction via Interpretable Neural Networks.
CoRR
Rishabh Joshi, Vidhisha Balachandran, Emily Saldanha, Maria Glenski, Svitlana Volkova, Yulia Tsvetkov
2021 — conf
Evaluating Deception Detection Model Robustness To Linguistic Variation.
SocialNLP@NAACL
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
2021 J jnl
Evaluating Deception Detection Model Robustness To Linguistic Variation.
CoRR
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
2021 A conf
Evaluating Neural Model Robustness for Machine Comprehension.
EACL
Winston Wu, Dustin Arendt, Svitlana Volkova
2021 J jnl
Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community.
CoRR
Maria Glenski, Svitlana Volkova
2021 J jnl
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages.
CoRR
Maria Glenski, Ellyn Ayton, Robin Cosbey, Dustin Arendt, Svitlana Volkova
2021 — conf
VAINE: Visualization and AI for Natural Experiments.
IEEE VIS (Short Papers)
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
2021 J jnl
VAINE: Visualization and AI for Natural Experiments.
CoRR
Grace Guo, Maria Glenski, ZhuanYi Shaw, Emily Saldanha, Alex Endert, Svitlana Volkova, Dustin Arendt
2020 J jnl
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation.
CoRR
Dustin Arendt, Zhuanyi Huang, Prasha Shrestha, Ellyn Ayton, Maria Glenski, Svitlana Volkova
2020 J jnl
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks.
CoRR
Winston Wu, Dustin Arendt, Svitlana Volkova
2020 B conf
Understanding and Explicitly Measuring Linguistic and Stylistic Properties of Deception via Generation and Translation.
INLG
Emily Saldanha, Aparna Garimella, Svitlana Volkova
2019 A* conf
Characterizing Speed and Scale of Cryptocurrency Discussion Spread on Reddit.
WWW
Maria Glenski, Emily Saldanha, Svitlana Volkova
2019 A conf
Explaining Multimodal Deceptive News Prediction Models.
ICWSM
Svitlana Volkova, Ellyn Ayton, Dustin Lockhart Arendt, Zhuanyi Huang, Brian Hutchinson
2019 J jnl
Improved Forecasting of Cryptocurrency Price using Social Signals.
CoRR
Maria Glenski, Tim Weninger, Svitlana Volkova
2019 A conf
Learning from Dynamic User Interaction Graphs to Forecast Diverse Social Behavior.
CIKM
Prasha Shrestha, Suraj Maharjan, Dustin Arendt, Svitlana Volkova
2019 J jnl
Multilingual Multimodal Digital Deception Detection and Disinformation Spread across Social Platforms.
CoRR
Maria Glenski, Ellyn Ayton, Josh Mendoza, Svitlana Volkova
2019 A conf
Towards rapid interactive machine learning: evaluating tradeoffs of classification without representation.
IUI
Dustin Arendt, Emily Saldanha, Ryan Wesslen, Svitlana Volkova, Wenwen Dou
2019 A conf
Vulnerable to misinformation?: Verifi!
IUI
Alireza Karduni, Isaac Cho, Ryan Wesslen, Sashank Santhanam, Svitlana Volkova, Dustin Lockhart Arendt, Samira Shaikh, Wenwen Dou
2018 A conf
Can You Verifi This? Studying Uncertainty and Decision-Making About Misinformation Using Visual Analytics.
ICWSM
Alireza Karduni, Ryan Wesslen, Sashank Santhanam, Isaac Cho, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
2018 B conf
How Humans Versus Bots React to Deceptive and Trusted News Sources: A Case Study of Active Users.
ASONAM
Maria Glenski, Tim Weninger, Svitlana Volkova
2018 J jnl
How Humans versus Bots React to Deceptive and Trusted News Sources: A Case Study of Active Users.
CoRR
Maria Glenski, Tim Weninger, Svitlana Volkova
2018 — conf
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources.
ACL (2)
Maria Glenski, Tim Weninger, Svitlana Volkova
2018 J jnl
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources.
CoRR
Maria Glenski, Tim Weninger, Svitlana Volkova
2018 A* conf
Interactive Machine Learning at Scale With CHISSL.
AAAI
Dustin Arendt, Emily Grace, Svitlana Volkova
2018 — conf
Misleading or Falsification: Inferring Deceptive Strategies and Types in Online News and Social Media.
WWW (Companion Volume)
Svitlana Volkova, Jin Yea Jang
2018 — conf
Predicting Foreign Language Usage from English-Only Social Media Posts.
NAACL-HLT (2)
Svitlana Volkova, Stephen Ranshous, Lawrence Phillips
2018 J jnl
Propagation From Deceptive News Sources Who Shares, How Much, How Evenly, and How Quickly?
IEEE Trans. Comput. Soc. Syst.
Maria Glenski, Tim Weninger, Svitlana Volkova
2018 J jnl
Propagation from Deceptive News Sources: Who Shares, How Much, How Evenly, and How Quickly?
CoRR
Maria Glenski, Tim Weninger, Svitlana Volkova
2018 B conf
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian.
COLING
Anna Rogers, Alexey Romanov, Anna Rumshisky, Svitlana Volkova, Mikhail Gronas, Alex Gribov
2018 J jnl
Vulnerable to Misinformation? Verifi!
CoRR
Alireza Karduni, Isaac Cho, Ryan Wesslen, Sashank Santhanam, Svitlana Volkova, Dustin Arendt, Samira Shaikh, Wenwen Dou
2017 — conf
CrystalBall: A Visual Analytic System for Future Event Discovery and Analysis from Social Media Data.
VAST
Isaac Cho, Ryan Wesslen, Svitlana Volkova, William Ribarsky, Wenwen Dou
2017 — conf
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media.
ACL (System Demonstrations)
Dustin Arendt, Svitlana Volkova
2017 J jnl
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models.
CoRR
Maria Glenski, Ellyn Ayton, Dustin Arendt, Svitlana Volkova
2017 A conf
Identifying Effective Signals to Predict Deleted and Suspended Accounts on Twitter Across Languages.
ICWSM
Svitlana Volkova, Eric Bell
2017 — conf
Intrinsic and Extrinsic Evaluation of Spatiotemporal Text Representations in Twitter Streams.
Rep4NLP@ACL
Lawrence Phillips, Kyle Shaffer, Dustin Arendt, Nathan Oken Hodas, Svitlana Volkova
2017 A conf
Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network.
ICWSM
Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova
2017 J jnl
Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network.
CoRR
Ian Stewart, Dustin Arendt, Eric Bell, Svitlana Volkova
2017 — conf
Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast.
ACL (2)
Hannah Rashkin, Eric Bell, Yejin Choi, Svitlana Volkova
2017 — ed.
Proceedings of the Second Workshop on NLP and Computational Social Science, NLP+CSS@ACL 2017, Vancouver, Canada, August 3, 2017
NLP+CSS@ACL
Dirk Hovy, Svitlana Volkova, David Bamman, David Jurgens, Brendan O'Connor, Oren Tsur, A. Seza Dogruöz
2017 — conf
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter.
ACL (2)
Svitlana Volkova, Kyle Shaffer, Jin Yea Jang, Nathan Oken Hodas
2017 A* conf
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking.
EMNLP
Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, Yejin Choi
2017 J jnl
Uncovering the relationships between military community health and affects expressed in social media.
EPJ Data Sci.
Svitlana Volkova, Lauren E. Charles, Josh Harrison, Courtney D. Corley
2017 — conf
Understanding Social Media's Take on Climate Change through Large-Scale Analysis of Targeted Opinions and Emotions.
AAAI Spring Symposia
Neetu Pathak, Michael J. Henry, Svitlana Volkova
2017 J jnl
Using Social Media to Predict the Future: A Systematic Literature Review.
CoRR
Lawrence Phillips, Chase Dowling, Kyle Shaffer, Nathan Oken Hodas, Svitlana Volkova
2016 — conf
Contrasting Public Opinion Dynamics and Emotional Response During Crisis.
SocInfo (1)
Svitlana Volkova, Ilia Chetviorkin, Dustin Arendt, Benjamin Van Durme
2016 — conf
Discourse, Health and Well-Being of Military Populations Through the Social Media Lens.
AAAI Workshop: WWW and Population Health Intelligence
Umashanthi Pavalanathan, Vivek V. Datla, Svitlana Volkova, Lauren Charles-Smith, Meg Pirrung, Joshua J. Harrison, Alan R. Chappell, Courtney D. Corley
2016 — conf
Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast.
ACL (1)
Svitlana Volkova, Yoram Bachrach
2016 — conf
Mining User Interests to Predict Perceived Psycho-Demographic Traits on Twitter.
BigDataService
Svitlana Volkova, Yoram Bachrach, Benjamin Van Durme
2016 — ed.
Proceedings of the First Workshop on NLP and Computational Social Science, NLP+CSS@EMNLP 2016, Austin, TX, USA, November 5, 2016
NLP+CSS@EMNLP
David Bamman, A. Seza Dogruöz, Jacob Eisenstein, Dirk Hovy, David Jurgens, Brendan O'Connor, Alice Oh, Oren Tsur, Svitlana Volkova
2016 — conf
Understanding Roles of Social Media in Academic Engagement and Satisfaction for Graduate Students.
CHI Extended Abstracts
Kyungsik Han, Svitlana Volkova, Courtney D. Corley
2016 — conf
Using Social Media to Measure Student Wellbeing: A Large-Scale Study of Emotional Response in Academic Discourse.
SocInfo (1)
Svitlana Volkova, Kyungsik Han, Courtney D. Corley
2015 A* conf
Inferring Latent User Properties from Texts Published in Social Media.
AAAI
Svitlana Volkova, Yoram Bachrach, Michael Armstrong, Vijay Sharma
2015 J jnl
On Predicting Sociodemographic Traits and Emotions from Communications in Social Networks and Their Implications to Online Self-Disclosure.
Cyberpsychology Behav. Soc. Netw.
Svitlana Volkova, Yoram Bachrach
2015 A* conf
Online Bayesian Models for Personal Analytics in Social Media.
AAAI
Svitlana Volkova, Benjamin Van Durme
2015 — conf
Social Media Predictive Analytics.
HLT-NAACL
Svitlana Volkova, Benjamin Van Durme, David Yarowsky, Yoram Bachrach
2015 B conf
Using emotions to predict user interest areas in online social networks.
DSAA
Yoad Lewenberg, Yoram Bachrach, Svitlana Volkova
2014 — conf
Inferring User Political Preferences from Streaming Communications.
ACL (1)
Svitlana Volkova, Glen Coppersmith, Benjamin Van Durme
2013 A* conf
Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media.
EMNLP
Svitlana Volkova, Theresa Wilson, David Yarowsky
2013 — conf
Exploring Sentiment in Social Media: Bootstrapping Subjectivity Clues from Multilingual Twitter Streams.
ACL (2)
Svitlana Volkova, Theresa Wilson, David Yarowsky
2013 — conf
Learning to Relate Literal and Sentimental Descriptions of Visual Properties.
HLT-NAACL
Mark Yatskar, Svitlana Volkova, Asli Celikyilmaz, Bill Dolan, Luke Zettlemoyer
2013 — conf
Lightly Supervised Learning of Procedural Dialog Systems.
ACL (1)
Svitlana Volkova, Pallavi Choudhury, Chris Quirk, Bill Dolan, Luke Zettlemoyer
2012 A conf
CLex: A Lexicon for Exploring Color, Concept and Emotion Associations in Language.
EACL
Svitlana Volkova, William B. Dolan, Theresa Wilson
2010 — conf
Boosting Biomedical Entity Extraction by Using Syntactic Patterns for Semantic Relation Discovery.
Web Intelligence
Svitlana Volkova, Doina Caragea, William H. Hsu, John Drouhard, Landon Fowles
2010 C conf
Computational knowledge and information management in veterinary epidemiology.
ISI
Svitlana Volkova, William H. Hsu