Publications

Peer Reviewed Conference and Journal Publications

Xiaobo Guo, and Soroush Vosoughi. (2020). Multi-modal Identification of State-Sponsored Propaganda on Social Media. Proceedings of the 25th International Conference on Pattern Recognition (ICPR 2020). To appear.

Ruibo Liu, Guangxuan Xu, Chenyan Jia, Weicheng Ma, Lili Wang, and Soroush Vosoughi. (2020). Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). Online.

Weicheng Ma, Ruibo Liu, Lili Wang, and Soroush Vosoughi. (2020). Multi-resolution Annotations for Emoji Prediction. Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). Online.

Lili Wang, Ying Lu, Chenghan Huang, and Soroush Vosoughi. (2020). Embedding Node Structural Role Identity into Hyperbolic Space. Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM 2020). Online.

Lili Wang, Chongyang Gao, Jason Wei, Weicheng Ma, Ruibo Liu, and Soroush Vosoughi. (2020). An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data. In proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020. Online.

Chris Miller, and Soroush Vosoughi. (2020). Big Green at WNUT 2020 Shared Task-1: Relation Extraction as Contextualized Sequence Classification. In proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020. Online.

Dylan Whang, and Soroush Vosoughi. (2020). Dartmouth CS at WNUT-2020 Task 2: Informative COVID-19 Tweet Classification Using BERT. In proceedings of the 6th Workshop on Noisy User-generated Text (W-NUT) at EMNLP 2020. Online.

Neeti Pokhriyal, Abenezer Dara, Benjamin Valentino, and Soroush Vosoughi. (2020). Social media data reveals signal for public consumer perceptions. In ACM International Conference on AI in Finance (ICAIF ’20). To appear.

Jerry Wei, Chengyu Huang, Soroush Vosoughi, and Jason Wei. (2020). What Are People Asking About COVID-19? A Question Classification Dataset. In Proceedings of the 1st Workshop on NLP for COVID-19 at ACL 2020. Online.

Jiachen Jiang, and Soroush Vosoughi. (2020). Not Judging a User by Their Cover: Understanding Harm in Multi-Modal Processing within Social Media Research. Proceedings of the 2nd International Workshop on Fairness, Accountability, Transparency and Ethics in MultiMedia at ACM Multimedia 2020 (FATE/MM’20). Online.

Ruibo Liu, Guangxuan Xu, and Soroush Vosoughi. (2020). Enhanced Offensive Language Detection Through Data Augmentation. In ICWSM 2020 Data Challenge. Online.

Aarish Iyer, and Soroush Vosoughi. (2020). Style Change Detection Using BERT. In CLEF 2020 Labs and Workshops, Notebook Papers. CEUR-WS.org.. Online. (Winner of the PAN Style Change Detection Task)

Weicheng Ma, Ruibo Liu, Lili Wang, and Soroush Vosoughi. (2020). Emoji Prediction: Extensions and Benchmarking. Proceedings of the 9th Workshop on Issues of Sentiment Discovery and Opinion Mining (WISDOM ’20) at KDD 2020. Online.

Lili Wang, Ruibo Liu, and Soroush Vosoughi. (2020). Salienteye: Maximizing Engagement While Maintaining Artistic Style on Instagram Using Deep Neural Networks. Proceedings of the ACM International Conference on Multimedia Retrieval (ICMR 2020). Online.

Nabeel Gillani, Ann Yuan, Martin Saveski, Soroush Vosoughi, and Deb Roy. (2018). Me, My Echo Chamber, and I: Introspection on Social Media Polarization. Proceedings of the 27th International Conference on World Wide Web (The Web Conference 2018). (Honorable Mention)

Soroush Vosoughi, Deb Roy, and Sinan Aral. (2018). The Spread of True and False News Online. Science 359.6380 (2018): 1146-1151. (Cover Page)

Prashanth Vijayaraghavan*, Soroush Vosoughi*, and Deb Roy. (2017). Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning. In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017). Vancouver, Canada. *Equal Contribution.

Soroush Vosoughi*, Prashanth Vijayaraghavan*, Ann Yuan, and Deb Roy. (2017). Mapping Twitter Conversation Landscapes. In Proceedings of the 11th International AAAI Conference on Weblogs and Social Media (ICWSM 2017). Montreal, Canada. *Equal Contribution.

Soroush Vosoughi, Mostafa ‘Neo’ Mohsenvand, and Deb Roy. (2017). Rumor Gauge: Predicting the Veracity of Rumors on Twitter. ACM Transactions on Knowledge Discovery from Data (TKDD) 11.4 (2017): 1-36.

Iris Chin, Matthew S. Goodwin, Soroush Vosoughi, Deb Roy, and Letita R. Naigles. (2017). Dense home-based recordings reveal typical and atypical development of tense/aspect in a child with delayed language development. Journal of Child Language (2017): 1-34.

Prashanth Vijayaraghavan, Soroush Vosoughi, Ann Yuan, and Deb Roy. (2017). TweetVista: An AI-Powered Interactive Tool for Exploring Conversations on Twitter. In Proceedings of the 22nd International Conference on Intelligent User Interfaces (IUI) Companion, pp. 145-148. ACM, 2017.

Soroush Vosoughi*, Prashanth Vijayaraghavan* and Deb Roy. (2016). Tweet2Vec: Learning Tweet Embeddings using Character-level CNN-LSTM Encoder-Decoder. In Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). Pisa, Italy. *Equal Contribution.

Prashanth Vijayaraghavan, Ivan Sysoev, Soroush Vosoughi, and Deb Roy. (2016). DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs. In Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016). San Diego, California.

Soroush Vosoughi, and Deb Roy. (2016). A Semi-automatic Method for Efficient Detection of Stories on Social Media. In Proceedings of the 10th International AAAI Conference on Weblogs and Social Media (ICWSM 2016). Cologne, Germany.

Soroush Vosoughi, and Deb Roy. (2016). Tweet Acts: A Speech Act Classifier for Twitter. In Proceedings of the 10th International AAAI Conference on Weblogs and Social Media (ICWSM 2016). Cologne, Germany.

Prashanth Vijayaraghavan*, Soroush Vosoughi*, and Deb Roy. (2016). Automatic Detection and Categorization of Election-Related Tweets. In Proceedings of the 10th International AAAI Conference on Weblogs and Social Media (ICWSM 2016). Cologne, Germany. *Equal Contribution.

Martin Saveski, Eric Chu, Soroush Vosoughi, and Deb Roy. (2016). Human Atlas: A Tool for Mapping Social Networks. In proceedings of the 25th International Conference on World Wide Web Companion. Montreal, Canada.

Soroush Vosoughi, Helen Zhou, and Deb Roy. (2015). Digital Stylometry: Linking Profiles Across Social Networks. In proceedings of the 7th International Conference on Social Informatics (SocInfo 2015). Beijing, China.

Soroush Vosoughi, and Deb Roy. (2015). A Human-Machine Collaborative System for Identifying Rumors on Twitter. In proceedings of the IEEE ICDM 2015 workshop on Event Analytics using Social Media Data (EASM). Atlantic City, New Jersey.

Soroush Vosoughi, Helen Zhou, and Deb Roy. (2015). Enhanced Twitter Sentiment Classification Using Contextual Information. In proceedings of the 6th workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA) at EMNLP 2015. Lisboa, Portugal.

Brandon C. Roy, Soroush Vosoughi, and Deb Roy. (2014). Grounding language models in spatiotemporal context. Proceedings of Interspeech 2014. Singapore.

Soroush Vosoughi. (2014). Improving automatic speech recognition through head pose driven visual grounding. Proceedings of the ACM SIGCHI Conference on Human Factors in Computing Systems (CHI ’14). ACM, New York, NY, USA, 3235-3238.

Soroush Vosoughi, Matthew S. Goodwin, Bill Washabaugh, and Deb Roy. (2012). A portable audio/video recorder for longitudinal study of child development. Proceedings of the 14th ACM International Conference on Multimodal Interaction (ICMI ’12). ACM, New York, NY, USA, 193-200.

Soroush Vosoughi, and Deb Roy. (2012) An Automatic Child-Directed Speech Detector for the Study of Child Language Development. Proceedings of Interspeech 2012. Portland, Oregon.

Soroush Vosoughi, and Deb Roy. (2012) A longitudinal study of prosodic exaggeration in child-directed speech. Proceedings of the 6th International Conference on Speech Prosody. Shanghai, China.

Brandon C. Roy*, Soroush Vosoughi*, and Deb Roy. (2010) Automatic Estimation of Transcription Accuracy and Difficulty. Proceedings of Interspeech 2010. Makuhari, Japan. *Equal Contribution.

Soroush Vosoughi, Brandon C. Roy, Michael C. Frank, and Deb Roy. (2010) Contributions of Prosodic and Distributional Features of Caregivers’ Speech in Early Word Learning. Proceedings of the 32nd Annual Cognitive Science Conference. Portland, Oregon.

Soroush Vosoughi, Brandon C. Roy, Michael C. Frank, and Deb Roy. (2010) Effects of Caregiver Prosody on Child Language Acquisition. Proceedings of the 5th International Conference on Speech Prosody. Chicago, IL.

Kai-yuh Hsiao, Stefanie Tellex, Soroush Vosoughi, Rony Kubat, and Deb Roy. (2008). Object Schemas for Grounding Language in a Responsive Robot. Connection Science.

Kai-yuh Hsiao, Soroush Vosoughi, Stefanie Tellex, Rony Kubat, and Deb Roy. (2008). Object Schemas for Responsive Robotic Language Use. Proceedings of the 3rd ACM/IEEE International Conference on Human-Robot Interaction.

Peer Reviewed Abstracts

Catherine C. Pollack, Tracy Onega, Jennifer A. Emond, Soroush Vosoughi, James A. O'Malley, and Diane Gilbert-Diamond. (2020). Data Science Approach to Evaluate County Trends in Obesity Diplomate Accessibility Over Time. Abstract at ObesityWeek2020 (the 38th annual meeting of The Obesity Society). Remote.

Soroush Vosoughi, Russell Stevens, and Deb Roy. (2016). Addressing the Demographic Bias on Twitter. The 71st Annual Conference of the American Association for Public Opinion Research (AAPOR).Austin, Texas.

Helen Zhou, Deb Roy, and Soroush Vosoughi. (2016). Analyzing & Understanding Food Networks. EECScon conference . Cambridge, MA.

Iris Chin, Soroush Vosoughi, Mathew Goodwin, Deb Roy and Letitia Naigles. (2013). Dense Data Collection Through the Speechome Recorder Better Reveals Developmental Trajectories. In the Extended Abstract of the International Meeting for Autism Research (IMFAR) 2013 . San Sebastian, Spain.

Iris Chin, Soroush Vosoughi, Emily Potrzeba, Mathew Goodwin, Deb Roy and Letitia Naigles. (2013). Verb use in a child previously diagnosed with ASD: Dense recordings reveal typical and atypical development. In the Extended Abstract of the Biennial Meeting of the Society for Research in Child Development (SRCD) 2013 . Seattle, Washington.

Iris Chin, Devin Rubin, Andrea Tovar, Soroush Vosoughi, Michelle Cheng, Emily Potrzeba, Mathew Goodwin, Deb Roy and Letitia Naigles. (2012). Dense Recordings of Naturalistic Interactions Reveal both Typical and Atypical Speech in One Child with ASD. In the Extended Abstract of the International Meeting for Autism Research (IMFAR) 2012 . Toronto, Canada.

Non-peer-reviewed arXiv Publications

Weicheng Ma, Ruibo Liu, Lili Wang, and Soroush Vosoughi (2020). Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding. arXiv preprint arXiv:2009.14445 (2020).