Svitlana Volkova
26 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (13) π Conference Polyglot (5) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (39)
π§
Keyword Pioneer
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
π±
Topic Pioneer
π§¬
Topic Evolution
π
Trend Setter
π₯
Unstoppable
(14)
π
Century Club
(26)
ποΈ
Keyword Collector
(68)
Conferences
ACL (10)
NAACL (7)
EMNLP (4)
EACL (3)
COLING (2)
Top co-authors
Keywords
text classification
(7)
deception detection
(4)
language model
(3)
sentiment analysis
(3)
social media
(3)
social media analysis
(2)
model evaluation
(2)
adversarial robustness
(2)
large language model
(2)
fake news detection
(2)
neural network
(2)
dialogue generation
(1)
transfer learning
(1)
named entity recognition
(1)
domain generalization
(1)
active learning
(1)
deep learning
(1)
model robustness
(1)
machine reading comprehension
(1)
language identification
(1)
Papers
SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation
NAACL 2025
ValueScope: Unveiling Implicit Norms and Values via Return Potential Model of Social Interactions
EMNLP 2024
Unsupervised Keyphrase Extraction via Interpretable Neural Networks
EACL 2023
Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned
ACL 2022
Evaluating Neural Model Robustness for Machine Comprehension
EACL 2021
Identifying Causal Influences on Publication Trends and Behavior: A Case Study of the Computational Linguistics Community
EMNLP 2021
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation
NAACL 2021
Evaluating Deception Detection Model Robustness To Linguistic Variation
NAACL 2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
COLING 2020
Proceedings of the Third Workshop on Natural Language Processing and Computational Social Science
NAACL 2019
Predicting Foreign Language Usage from English-Only Social Media Posts
NAACL 2018
Identifying and Understanding User Reactions to Deceptive and Trusted Social News Sources
ACL 2018
RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian
COLING 2018
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media
ACL 2017
Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking
EMNLP 2017
Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast
ACL 2017
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter
ACL 2017
Inferring Perceived Demographics from User Emotional Tone and User-Environment Emotional Contrast
ACL 2016
Social Media Predictive Analytics
NAACL 2015
Inferring User Political Preferences from Streaming Communications
ACL 2014
Proceedings of the ACL 2014 Student Research Workshop
ACL 2014
Lightly Supervised Learning of Procedural Dialog Systems
ACL 2013
Learning to Relate Literal and Sentimental Descriptions of Visual Properties
NAACL 2013
Exploring Sentiment in Social Media: Bootstrapping Subjectivity Clues from Multilingual Twitter Streams
ACL 2013
Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media
EMNLP 2013
CLex: A Lexicon for Exploring Color, Concept and Emotion Associations in Language
EACL 2012