Publications

For the past two decades, Professor Deb Roy and his research group at the Media Lab have conducted research that has led to more than 175 peer-reviewed publications in human-machine system design, computational social science, machine learning, natural language processing, and data visualization.

2024
Katherine Cramer, Deb Roy. Using “Fora” to Put Public Thought In Front of Policy Makers. Conference on Democratic “Frontsliding,” 2024.

Other Publication

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Cassandra Overney, Belén Saldías, Dimitra Dimitrakopoulou, and Deb Roy. 2024. SenseMate: An Accessible and Beginner-Friendly Human-AI Platform for Qualitative Data Analysis. In Proceedings of the 29th International Conference on Intelligent User Interfaces (IUI '24). Association for Computing Machinery, New York, NY, USA, 922–939. https://doi.org/10.1145/3640543.3645194

Peer-Reviewed Paper

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2023
Wonjune Kang, Mark Hasegawa-Johnson, and Deb Roy. End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions. Proceedings of Interspeech, 2023, pp. 2303-2307.

Peer-Reviewed Paper

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Gillani, N., Beeferman, D., Vega-Pourheydarian, C., Overney, C., Van Hentenryck, P., & Roy, D. (2023). Redrawing Attendance Boundaries to Promote Racial and Ethnic Diversity in Elementary Schools. Educational Researcher. https://doi.org/10.3102/0013189X231170858

Peer-Reviewed Paper

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Suyash Fulay, Nabeel Gillani, and Deb Roy. (2023). Divergences in Following Patterns between Influential Twitter Users and Their Audiences across Dimensions of Identity. International AAAI Conference on Web and Social Media (ICWSM’23).

Peer-Reviewed Paper

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Kessler, D.T. A Basis for Narrative Reframing Agents. CHI 2023 Extended Abstracts, April 23, 2023, Hamburg, Germany. ACM CHI Conference on Human Factors in Computing Systems. International Workshop on the Inclusive Design of Conversational User Interfaces Across Modalities and Mobilities.

Peer-Reviewed Paper

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Prashanth Vijayaraghavan and Deb Roy. (2023). M-SENSE: Modeling Narrative Structure in Short Personal Narratives Using Protagonist's Mental Representations. In Proceedings of the 37th AAAI Conference on Artificial Intelligence (AAAI-23).

Peer-Reviewed Paper

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N. Gillani*, D. Beeferman*, C. Overney, C. Vega-Pourheydarian, D. Roy (2023). All a-board: sharing educational data science research with school districts. In Proceedings of the Tenth ACM Conference on Learning @ Scale (L@S '23).

Peer-Reviewed Paper

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Hughes, M., DImitrakopoulou, D., McDowell, C. & Roy, D. (2022). Digital Civic Sensemaking: Computer-Supported Participatory Sensemaking of Nuanced, Experience-Based Dialogue. Proceedings of the 56th Hawaii International Conference on System Sciences, https://hdl.handle.net/10125/102927

Peer-Reviewed Paper

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2022
Dimitrakopoulou, D., & Theodorou, P. (2022). Affective Facilitation: A Framework for Surfacing Lived Experiences and Harnessing Creativity in Focus Group Research. International Journal of Qualitative Methods, 21.

Peer-Reviewed Paper

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Hang Jiang, Doug Beeferman, Brandon Roy, and Deb Roy. 2022. CommunityLM: Probing Partisan Worldviews from Language Models. In Proceedings of the 29th International Conference on Computational Linguistics (COLING), pages 6818–6826, Gyeongju, Republic of Korea. International Committee on Computational Linguistics.

Peer-Reviewed Paper

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Yining Hua*, Hang Jiang*, Shixu Lin, Jie Yang, Joseph M Plasek, David W Bates, Li Zhou. Using Twitter data to understand public perceptions of approved versus off-label use for COVID-19-related medications. Journal of the American Medical Informatics Association, Volume 29, Issue 10, October 2022, Pages 1668–1678, https://doi.org/10.1093/jamia/ocac114

Peer-Reviewed Paper

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Hope Schroeder, Doug Beeferman, Deb Roy. Comparing open-ended community dialogue with local news. Computation + Journalism Symposium, 2022.

Other Publication

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Juliana Nazare, Anneli Woolf, Ivan Sysoev, Sarah Ballinger, Martin Saveski, Marianna Walker, Deb Roy. Technology-assisted coaching can increase engagement with learning technology at home and caregivers’ awareness of it. Computers & Education, Volume 188. 2022.

Peer-Reviewed Paper

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Wonjune Kang. (2022). Speaker Anonymization using End-to-End Zero-Shot Voice Conversion. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Dimitra Dimitrakopoulou & Seth C. Lewis (2022): The Generative Dialogue Framework and the Pursuit of Better Listening by Journalists: A Design-Centered Approach for More Constructive Conversations with Audiences. Digital Journalism, DOI:10.1080/21670811.2022.2075415

Peer-Reviewed Paper

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Eric Chu. (2022). Learning human beliefs with language models. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Sysoev, I., Gray, J.H., Fine, S., Makini, S.P., Roy, D. (2022). Child-driven, machine-guided: Automatic scaffolding of constructionist-inspired early literacy play. Computers and Education, 182, 104434

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Martin Saveski*, Nabeel Gillani*, Ann Yuan, Prashanth Vijayaraghavan, Deb Roy. Perspective-taking to Reduce Affective Polarization on Social Media. ICWSM'22: International AAAI Conference on Web and Social Media. 2022.

Peer-Reviewed Paper

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Hang Jiang*, Yining Hua*, Doug Beeferman, Deb Roy. Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis. In Proceedings of the 13th Language Resources and Evaluation Conference (LREC). 2022. *Equal Contribution.

Peer-Reviewed Paper

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2021
Dimitra Dimitrakopoulou. Designing Generative Dialogue Spaces to Enhance Focus Group Research: A Case Study in the Context of COVID-19 Vaccination. International Journal of Qualitative Methods. Vol 20, pp. 1-14. DOI:10.1177/16094069211066704. 2021.

Peer-Reviewed Paper

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Margaret Hughes, Deb Roy. Keeper: A Synchronous Online Conversation Environment Informed by In-Person Facilitation Practices. In Proceedings of ACM CHI Conference on Human Factors in Computing Systems (CHI). ACM, 2021.

Peer-Reviewed Paper

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Doug Beeferman, Hang Jiang. Topic-time Heatmaps for Human-in-the-loop Topic Detection and Tracking. In DaSH@KDD ’21: 3rd Workshop on Data Science with Humans in the Loop: KDD. 2021.

Peer-Reviewed Paper

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Saveski, M., Roy, B., Roy, D. (2021). The Structure of Toxic Conversations on Twitter. In Proceedings of the Web Conference 2021 (WWW'21).

Peer-Reviewed Paper

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Hang Jiang*, Sairam Gurajada*, Qiuhao Lu, Sumit Neelam, Lucian Popa, Prithviraj Sen, Yunyao Li, and Alexander Gray. 2021. LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking. In Proceedings of the 59th Association for Computational Linguistics (ACL). 2021. *Equal Contribution.

Peer-Reviewed Paper

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Martin Saveski, Doug Beeferman, David McClure, Deb Roy. Engaging Politically Diverse Audiences on Social Media. ICWSM'22: International AAAI Conference on Web and Social Media. 2021.

Peer-Reviewed Paper

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Margaret Hughes and Emily S. Lin. 2021. From Alinsky to Zoom: Understanding Relational, Constituency-Based Organizing in 2021. In Companion Publication of the 2021 Conference on Computer Supported Cooperative Work and Social Computing (CSCW '21). Association for Computing Machinery, New York, NY, USA, 335–337.

Other Publication

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Anwar, M. S., Saveski, M., Roy, D. (2021). Balanced Influence Maximization in the Presence of Homophily. In Proceedings of the International Conference on Web Search and Data Mining (WSDM'21).

Peer-Reviewed Paper

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Sysoev, I., Gray, J. H., Fine, S., & Roy, D. Designing building blocks for open-ended early literacy software. International Journal of Child-Computer Interaction, Volume 28.

Peer-Reviewed Paper

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N. Gillani, R. Eynon, C. Chiabaut, K. Finkel (2021). Unpacking the “Black Box” of AI in K12 education. Educational Technology & Society.

Peer-Reviewed Paper

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Nabeel Gillani, Eric Chu, Doug Beeferman, Rebecca Eynon, Deb Roy. Parents’ Online School Reviews Reflect Several Racial and Socioeconomic Disparities in K–12 Education. AERA Open, 7(1): 1-16. 2021.

Peer-Reviewed Paper

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Juliana Nazare. (2021). Technology-assisted coaching: A system for children's literacy learning. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Nabeel Gillani. (2021). Designing for a new "ZIP code destiny." Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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2020
Woolf, Anneli Rane, and Ageliki Nicolopoulou. The Two-Lens Approach: A holistic theoretical framework for studying the form, content, and context of children’s narratives. Narrative Inquiry 31.1 (2021): 191-213.

Peer-Reviewed Paper

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Belen Saldias F., Deb Roy. Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types. In Proceedings of the 2020 ACL Workshop on Narrative Understanding, Storylines, and Events (NUSE). ACL, 2020.

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Wonjune Kang, Brandon C. Roy, and Wesley Chow. Multimodal Speaker Diarization of Real-World Meetings using D-Vectors with Spatial Features. In Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), pp. 6509-6513. IEEE, 2020.

Peer-Reviewed Paper

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Margaret A. Hughes and Deb Roy. 2020. Keeper: An Online Synchronous Conversation Environment Informed by In-Person Facilitation Practices. In Conference Companion Publication of the 2020 on Computer Supported Cooperative Work and Social Computing (CSCW '20 Companion). Association for Computing Machinery, New York, NY, USA, 275–279. DOI: https://doi.org/10.1145/3406865.3418344.

Peer-Reviewed Paper

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Margaret Hughes. (2020). KEEPER: Online conversation support scaffolding modeled after ancient and modern social technologies. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Bridgit Claire Mendler. (2020). OurStory | Dispute System Design Technology for Stakeholder Inclusion. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Martin Saveski. (2020). Polarization and Toxicity in Political Discourse Online. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Anneli Rane Woolf. (2020). Discovering the Meaning Behind the Story: Creating a System for Documenting and Supporting Children’s Narrative Development. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Ivan Sysoev. (2020). Digital Expressive Media for Supporting Early Literacy through Child-Driven, Scaffolded Play. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Nazmus Saquib. (2020). Embodied mathematics by interactive sketching. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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William Brannon (2020). Mapping U.S. Talk Radio: A Textual Survey at Scale. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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2019
Eric Chu*, Peter J. Liu*. MeanSum: A Neural Model for Unsupervised Multi-Document Abstractive Summarization. International Conference on Machine Learning. 2019. *Equal Contribution.

Peer-Reviewed Paper

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Doug Beeferman, William Brannon, and Deb Roy. RadioTalk: A large-scale corpus of talk radio transcripts. 20th Conference of the International Speech Communication Association (INTERSPEECH 2019). 2019.

Peer-Reviewed Paper

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Maggie Hughes, Deb Roy. (2019). RadioSilenced: A Semi-Serendipitous Hyper Local Talk Radio Exploration Tool In Proceedings of the 22nd Annual ACM Conference on Computer-Supported Cooperative Work and Social Computing. ACM, 2019. Austin, TX, USA.

Peer-Reviewed Paper

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Shayne O’Brien. (2019). Unsupervised summarization of public talk radio. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Marc Exposito Gomez. (2019). The LVN mixtapes : using augmented audiotapes for story sharing. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Lauren Nicole Fratamico. (2019). Drivers of healthy online conversations about loneliness and depression. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Belen Saldias F., Rosalind Picard. Tweet Moodifier: Towards giving emotional awareness to Twitter users. In Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction (ACII 2019). Cambridge, UK.

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Anneli Hershman*, Juliana Nazare*, Marianna Walker*, Heather Pierce, James Gray, Ivan Sysoev, Martin Saveski, Sneha Makini, Eric Chu, Marc Exposito, and Deb Roy. (2019). Extending the SLP into the Home: Examining Coach-Supported Parent-Child Engagement With an Early Literacy App. Peer-reviewed talk presented at the November 2019 ASHA Convention. *Equal contribution.

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Rahul Bhargava*, Anna Chung*, Neil S. Gaikwad*, Alexis Hope*, Dennis Jen*, Jasmin Rubinovitz*, Belén Saldías-Fuentes*, and Ethan Zuckerman*. Gobo: A System for Exploring User Control of Invisible Algorithms in Social Media. In Proceedings of the 22nd Annual ACM Conference on Computer-Supported Cooperative Work and Social Computing. ACM, 2019. Austin, TX, USA. *Equal Contribution.

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2018
Anneli Hershman*, Juliana Nazare*, Ivan Sysoev, Lauren Fratamico, Juanita Buitrago, Mina Soltangheis, Sneha Makini, Eric Chu, and Deb Roy. (2018). Family Learning Coach: Engaging Families in Children’s Early Literacy Learning with Computer-Supported Tools. In Proceedings of the 26th International Conference on Computers in Education. Philippines, pp. 637-646. *Equal Contribution.

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Eric Chu*, Prashanth Vijayaraghavan*, and Deb Roy. Learning Personas from Dialogue with Attentive Memory Networks. Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing. 2018. *Equal Contribution.

Peer-Reviewed Paper

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Nazmus Saquib, Deb Roy. (2018). Children-Centered Sensing in Early Childhood Classrooms. In Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems (CHI EA ‘18). New York, NY, USA, Paper LBW055, 6 pages. DOI: https://doi.org/10.1145/3170427.3188559.

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Juliana Nazare*, Anneli Hershman*, Ivan Sysoev, Lauren Fratamico, Juanita Buitrago, Mina Soltangheis, Sneha Makini, Eric Chu, and Deb Roy. (2018). Child-Coach-Parent Network for Early Literacy Learning. In Proceedings of the Thirteenth International Conference of Learning Sciences. London, United Kingdom, pp. 1409-1410. *Equal Contribution.

Peer-Reviewed Paper

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Anneli Hershman*, Juliana Nazare*, Jie Qi*, Deb Roy, and Mitchel Resnick. (2018). Light It Up: Using Paper Circuitry to Enhance Low-Fidelity Paper Prototypes for Children. In Proceedings of the 17th ACM Conference on Interaction Design and Children. ACM, Trondheim, Norway, pp. 365-372. *Equal Contribution.

Peer-Reviewed Paper

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Nabeel Gillani*, Ann Yuan*, Martin Saveski, Soroush Vosoughi, and Deb Roy. (2018). Me, My Echo Chamber, and I: Introspection on Social Media Polarization. In WWW 2018: The 2018 Web Conference, April 23–27, 2018, Lyon France. *Equal Contribution.

Peer-Reviewed Paper

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Sneha Priscilla Makini. (2018). PictureBlocks: Constructing and Deconstructing Picture-Driven Literacy Development. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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2017
Juliana Nazare*, Anneli Hershman*, Ivan Sysoev, and Deb Roy. (2017). Bilingual SpeechBlocks: Investigating How Bilingual Children Tinker with Words in English and Spanish. In Proceedings of the Annual Symposium on Computer-Human Interaction in Play (CHI PLAY ‘17). ACM, Amsterdam, Netherlands, pp. 183-193. *Equal Contribution.

Peer-Reviewed Paper

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Eric Chu and Deb Roy, Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies , 2017 IEEE International Conference on Data Mining (ICDM), New Orleans, LA, 2017, pp. 829-834.

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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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 Companion, pp. 145-148. ACM, 2017.

Peer-Reviewed Paper

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Misha Sra, Prashanth Vijayaraghavan, Ognjen Rudovic, Pattie Maes, and Deb Roy. (2017). DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music. IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 10 pages.

Peer-Reviewed Paper

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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), 36 pages.

Peer-Reviewed Paper

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Ivan Sysoev, Anneli Hershman, Susan Fine, Claire Traweek, and Deb Roy. (2017). SpeechBlocks: A Constructionist Early Literacy App. Proceedings of the 2017 Conference on Interaction Design and Children, 10 pages.

Peer-Reviewed Paper

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Prashanth Vijayaraghavan*, Soroush Vosoughi*, and Deb Roy. (2017). Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning. Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 6 pages. *Equal Contribution

Peer-Reviewed Paper

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Ann Yuan*, Nabeel Gillani* (2017). Championing a spirit of genuine inquiry to combat social fragmentation. Invited paper at “Re-examining the meaning of education in an uncertain world”, Oxford Comparative and International Education, Oxford, UK. *Equal Contribution.

Other Publication

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Anneli Hershman. (2017). They’re having fun… but are they learning? Blogpost for Media Lab Learning Initiative, cross-published on Medium.

Other Publication

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2016
Ivan Sysoev, Anneli Hershman, Susan Fine, Deb Roy, Mina Soltangheis, and Brianne Fitzpatrick. (2016). Exploring SpeechBlocks: Piloting a Constructionist Literacy App with Preschool Children. Presented at the 2016 American Speech-Language-Hearing Association (ASHA) Conference. Philadelphia, PA.

Peer-Reviewed Paper

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Anneli Hershman, Ivan Sysoev, and Deb Roy. (2016). SpeechBlocks: Using Literacy Apps as Building Blocks to Analyze Play. Presented at the Conference for Digital Media and Learning (DML). Irvine, CA.

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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Soroush Vosough 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.

Peer-Reviewed Paper

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

Peer-Reviewed Paper

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Martin Saveski, Sophie Chou, and Deb Roy. (2016). Tracking the Yak: An Empirical Study of Yik Yak. In proceedings of 10th International Conference on Web Search and Data Mining (ICWSM’16). Cologne, Germany.

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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David Alvarez-Melis and Martin Saveski. (2016). Topic Modeling in Twitter: Aggregating Tweets by Conversations. In proceedings of 10th International Conference on Web Search and Data Mining (ICWSM’16). Cologne, Germany.

Peer-Reviewed Paper

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Pau Perng-Hwa Kung. (2016). Detecting and Analyzing Bursty Events on Twitter. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Sophie Chou. (2016). Reading Between the (Party) Lines: How Political News is Seen and Shared. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Prashanth Vijayaraghavan. (2016). Automatic Identification of Representative Content on Twitter. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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2015
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.

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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

Peer-Reviewed Paper

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Soroush Vosoughi. (2015). Automatic Detection and Verification of Rumors on Twitter. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Daniel C. Dennett and Deb Roy. (2015). Our Transparent Future. Scientific America, March 2015.

Other Publication

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Cognitive Machines

All publications below are associated with the Professor Deb Roy's Cognitive Machines group at the Media Lab.

2015
Brandon C. Roy, Michael C. Frank, Philip DeCamp, Matthew Miller and Deb Roy. (2015). Predicting the Birth of a Spoken Word. Proceedings of the National Academy of Sciences of the United States of America (PNAS).

Peer-Reviewed Paper

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

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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Iris Chin, Soroush Vosoughi, Mathew Goodwin, Deb Roy and Letitia Naigles. (2014). How the Speechome Recorder can change our understanding of developmental trajectories. Poster presented at the 13th International Congress for the Study of Child Language. Amsterdam, The Netherlands.

Peer-Reviewed Paper

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Thomas Kollar, Stefanie Tellex, Deb Roy, and Nicholas Roy. (2014). Grounding verbs of motion in natural language commands to robots. Experimental robotics. Springer Berlin Heidelberg.

Peer-Reviewed Paper

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2013
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 Sebastián, Spain.

Peer-Reviewed Paper

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Brandon C. Roy. (2013). The Birth of a Word. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Jeff Orkin. (2013). Collective Artificial Intelligence: Simulated Role-Playing from Crowdsourced Data. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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

Peer-Reviewed Paper

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Jeff Orkin and Deb Roy. (2012). Understanding Speech in Interactive Narratives with Crowdsourced Data. Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE).

Peer-Reviewed Paper

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Rony Kubat. (2012). Will They Buy? Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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Philip DeCamp. (2012). Data Visualization in the First Person. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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2011
Matthew Miller. (2011). Semantic Spaces: Behavior, Language and Word Learning in the Human Speechome Corpus. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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George Macaulay Shaw. (2011). A Taxonomy of Situated Language in Natural Contexts. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Naigles, L. R., Chin, I., Vosoughi, S., Goodwin, M., & Roy, D. (2011). Final Report for 3R01DC007428 – 04S1 Collaborative research supplement and infrastructure and research equipment for advancement of science .

Other Publication

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2010
Jeff Orkin, Tynan Smith, and Deb Roy. (2010). Behavior Compilation for AI in Games. Proceedings of the Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE).

Peer-Reviewed Paper

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Stefanie Tellex, Thomas Kollar, George Shaw, Nicholas Roy and Deb Roy. (2010). Grounding Spatial Language for Video Search. Proceedings of the Twelfth International Conference on Multimodal Interfaces (ICMI). Beijing, China.

Peer-Reviewed Paper

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Best Student Paper Award Philip DeCamp, George Shaw, Rony Kubat and Deb Roy. (2010). An Immersive System for Browsing and Visualizing Surveillance Video. Proceedings of ACM Multimedia 2010. Florence, Italy.

Peer-Reviewed Paper

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Albert Huang, Stefanie Tellex, Abraham Bachrach, Thomas Kollar, Deb Roy, and Nick Roy. (2010). Natural Language Command of an Autonomous Micro-Air Vehicle. Proceedings of the International Conference on Intelligent Robots and Systems (IROS). Taipei, Taiwan.

Peer-Reviewed Paper

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Meredith Meyer, Philip DeCamp, Bridgette Hard, Dare Baldwin and Deb Roy. (2010). Assessing Behavioral and Computational Approaches to Naturalistic Action Segmentation. Proceedings of the 32nd Annual Cognitive Science Conference. Portland, Oregon.

Peer-Reviewed Paper

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

Peer-Reviewed Paper

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Hilke Reckman, Jeff Orkin and Deb Roy. (2010). Learning meanings of words and constructions, grounded in a virtual game. Proceedings of the 10th Conference on Natural Language Processing (KONVENS). Saarbrücken, Germany.

Peer-Reviewed Paper

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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.

Peer-Reviewed Paper

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Jeff Orkin, Tynan Smith, Hilke Reckman, and Deb Roy. (2010). Semi-Automatic Task Recognition for Interactive Narratives with EAT & RUN. Proceedings of the 3rd Intelligent Narrative Technologies Workshop at the 5th International Conference on Foundations of Digital Games (FDG), Monterey, CA.

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Kleovoulos Tsourides. (2010). Visually Grounded Virtual Accelerometers: A Longitudinal Video Investigation of Dyadic Bodily Dynamics around the time of Word Acquisition. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Soroush Vosoughi. (2010). Interactions of caregiver speech and early word learning in the Speechome Corpus: Computational Explorations. M.Sc. Thesis, Massachusetts Institute of Technology.

Masters Thesis

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Sophia Yuditskaya. (2010). Automatic Vocal Recognition of a Child’s Perceived Emotional State within the Speechome Corpus. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Sheng-Ying Pao. (2010). Connected Strangers: Manipulating Social Perceptions to Study Trust. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Stefanie Tellex. (2010). Natural Language and Spatial Reasoning. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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2009
Stefanie Tellex and Deb Roy. (2009). Grounding Spatial Prepositions for Video Search. Proceedings of the Eleventh International Conference on Multimodal Interfaces (ICMI-2009). Cambridge, MA.

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Deb Roy. (2009). New Horizons in the Study of Child Language Acquisition. Proceedings of Interspeech 2009. Brighton, England.

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Brandon C. Roy and Deb Roy. (2009). Fast transcription of unstructured audio recordings. Proceedings of Interspeech 2009. Brighton, England.

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Rony Kubat, Daniel Mirman and Deb Roy. (2009). Semantic context effects on color categorization. Proceedings of the 31st Annual Cognitive Science Society Meeting.

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Brandon C. Roy, Michael C. Frank and Deb Roy. (2009). Exploring word learning in a high-density longitudinal corpus. Proceedings of the 31st Annual Meeting of the Cognitive Science Society.

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Philip DeCamp and Deb Roy. (2009). A Human-Machine Collaborative Approach to Tracking Human Movement in Multi-Camera Video. Proceedings of the 2009 International Conference on Content-based Image and Video Retrieval (CIVR).

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Stefanie Tellex and Deb Roy. (2009). Towards Surveillance Video Search by Natural Language Query. Proceedings of the ACM International Conference on Image and Video Retrieval.

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Jeff Orkin and Deb Roy. (2009). Automatic Learning and Generation of Social Behavior from Collective Human Gameplay. Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS).

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Kai-yuh Hsiao, and Soroush Vosoughi. (2009). The Object Schema Model and Situational Context .

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David Lazer, Alex Sandy Pentland, Lada Adamic, Sinan Aral, Albert Laszlo Barabasi, Devon Brewer, Nicholas Christakis, Noshir Contractor, James Fowler, Myron Gutmann, Tony Jebara, Gary King, Michael Macy, Deb Roy, and Marshall Van Alstyne. (2009). Life in the network: the coming age of computational social science. Science (New York, NY) 323, no. 5915.

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2008
Deb Roy. (2008). A Mechanistic Model of Three Facets of Meaning. Symbols, Embodiment, and Meaning, de Vega, Glenberg, and Graesser, eds.

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Michael Fleischman and Deb Roy. (2008). Grounded Language Modeling for Automatic Speech Recognition of Sports Video. HLT/NAACL. Columbus, OH.

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Kai-yuh Hsiao, Stefanie Tellex, Soroush Vosoughi, Rony Kubat, and Deb Roy. (2008). Object Schemas for Grounding Language in a Responsive Robot. Connection Science 20, 4 (Dec.2008), 253-276.

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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.

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Michael Ben Fleischman. (2008). Grounding Language in Events. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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2007
Jeff Orkin and Deb Roy. (2007). The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online. Journal of Game Development, 3(1), 39-60.

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Rony Kubat, Philip DeCamp, Brandon Roy, and Deb Roy. (2007). TotalRecall: Visualization and Semi-Automatic Annotation of Very Large Audio-Visual Corpora. Ninth International Conference on Multimodal Interfaces (ICMI 2007).

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Michael Fleischman and Deb Roy. (2007). Unsupervised Content-Based Indexing of Sports Video Retrieval. 9th ACM Workshop on Multimedia Information Retrieval (MIR). Augsburg, Germany.

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Michael Fleischman, Brandon Roy, and Deb Roy. (2007). Temporal Feature Induction for Baseball Highlight Classification. ACM Multimedia Conference. Augsburg, Germany.

Peer-Reviewed Paper

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Philip DeCamp. (2007). HeadLock: Wide-Range Head Pose Estimation for Low Resolution Video. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Philipp Robbel. (2007). Exploiting Object Dynamics for Recognition and Control. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Brandon Roy. (2007). Human-Machine Collaboration for Rapid Speech Transcription. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Jeff Orkin. (2007). Learning Plan Networks in Conversational Video Games. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Kai-yuh Hsiao. (2007). Embodied Object Schemas for Grounding Language Use. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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2006
Michael Fleischman, Philip DeCamp, and Deb Roy. (2006). Mining Temporal Patterns of Movement for Video Content Classification. Proceedings of the 8th ACM SIGMM International Workshop on Multimedia Information Retrieval.

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Deb Roy, Rupal Patel, Philip DeCamp, Rony Kubat, Michael Fleischman, Brandon Roy, Nikolaos Mavridis, Stefanie Tellex, Alexia Salata, Jethran Guinness, Michael Levit, Peter Gorniak. (2006). The Human Speechome Project. Proceedings of the 28th Annual Cognitive Science Conference.

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Peter Gorniak and Deb Roy. (2006). Perceived Affordances as a Substrate for Linguistic Concepts. Twenty-eighth Annual Meeting of the Cognitive Science Society, 6 pages.

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Peter Gorniak, Jeff Orkin, and Deb Roy. (2006). Speech, Space and Purpose: Situated Language Understanding in Computer Games. Twenty-eighth Annual Meeting of the Cognitive Science Society Workshop on Computer Games.

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Nikolaos Mavridis and Deb Roy. (2006). Grounded Situation Models for Robots: Where Words and Percepts Meet. Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).

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Dong Zhang, Daniel Gatica-Perez, Deb Roy, Samy Bengio. (2006). Modeling Interactions from Email Communication. IEEE International Conference on Multimedia & Expo (ICME).

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Stefanie Tellex and Deb Roy. (2006). Spatial Routines for a Simulated Speech-Controlled Vehicle. Proceedings of Human Robot Interaction Conference 2006 (HRI-2006).

Peer-Reviewed Paper

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2005
Philip DeCamp, Amber Frid-Jimenez, Jethran Guiness and Deb Roy. (2005). Gist Icons: Seeing Meaning in Large Bodies of Literature. IEEE Info Visualization 2005 Conference.

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Kai-yuh Hsiao and Deb Roy. (2005). A Habit System for an Interactive Robot. AAAI Fall Symposium 2005: From Reactive to Anticipatory Cognitive Embodied Systems.

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Peter Gorniak and Roy (2005). Probabilistic Grounding of Situated Speech using Plan Recognition and Reference Resolution. Seventh International Conference on Multimodal Interfaces (ICMI 2005). Best Paper Award.

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Michael Fleischman and Deb Roy. (2005). Intentional Context in Situated Language Learning. Ninth Conference on Computational Natural Language Learning.

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Nick Mavridis and Deb Roy. (2005). Grounded Situation Models for Robots: Bridging language, Perception, and Action. AAAI-05 Workshop on Modular Construction of Human-Like Intelligence.

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Deb Roy. (2005). Semiotic Schemas: A Framework for Grounding Language in Action and Perception. Artificial Intelligence, 167(1-2):170-205.

Peer-Reviewed Paper

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Michael Fleischman and Deb Roy. (2005). Why are verbs harder to learner than nouns? Initial insights from a computational model of situated word learning. 27th Annual Meeting of the Cognitive Science Society.

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Deb Roy. (2005). Grounding words in perception and action: computational insights. Trends in Cognitive Science, 9(8), 389-396.

Peer-Reviewed Paper

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Kai-yuh Hsiao, Peter Gorniak, and Deb Roy. (2005). NetP: A Network API for Building Heterogeneous Modular Intelligent Systems. Proceedings of AAAI 2005 Workshop in Modular Construction of Human-Like Intelligence.

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Peter Gorniak and Deb Roy. (2005). Speaking with your Sidekick: Understanding Situated Speech in Computer Role Playing Games. Proceedings of Artificial Intelligence and Interactive Digital Entertainment, 2005.

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Deb Roy and Niloy Mukherjee. (2005). Towards Situated Speech Understanding: Visual Context Priming of Language Models. Computer Speech and Language, 19(2), pages 227-248.

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Deb Roy and Ehud Reiter. (2005). Connecting Language to the World. Artificial Intelligence, 167(1-2): 1-12.

Peer-Reviewed Paper

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Anna V. Fisher, Michael Fleischman, Deb Roy, and Vladimir M. Sloutsky. (2005). Effects of Category Labels on Induction and Visual Processing: Support or Interference? Twenty-seventh Annual Meeting of the Cognitive Science Society, 6 pages.

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Deb Roy. (2005). Grounding language in the world: Schema theory meets semiotics. Special Issue of Artificial Intelligence Journal: Connecting Language to the World.

Peer-Reviewed Paper

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Andre Ribeiro. (2005). Graph Dynamics: Learning and Representation. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Charles Kehoe. (2005). Indexical Grounding for a Mobile Robot. M.Eng. EECS Thesis.

Masters Thesis

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Peter Gorniak. (2005). The Affordance-Based Concept. Ph.D. Thesis, Massachusetts Institute of Technology.

PhD Thesis

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2004
Joshua Juster and Deb Roy. (2004). Elvis: Situated Speech and Gesture Understanding for a Robotic Chandelier. Proc. Int. Conf. Multimodal Interfaces.

Peer-Reviewed Paper

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Deb Roy, Yair Ghitza, Jeff Bartelma, and Charlie Kehoe. (2004). Visual Memory Augmentation: Using Eye Gaze as an Attention Filter. Proceedings of the IEEE International Symposium on Wearable Computers.

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Deb Roy, Kai-Yuh Hsiao, and Nikolaos Mavridis. (2004). Mental Imagery for a Conversational Robot. IEEE Transactions on Systems, Man, and Cybernetics, Part B, 34(3), 1374-1383.

Peer-Reviewed Paper

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Peter Gorniak and Deb Roy. (2004). Grounded Semantic Composition for Visual Scenes. Journal of Artificial Intelligence Research, Volume 21, pages 429-470.

Peer-Reviewed Paper

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Deb Roy. (2004). 10x: Human-machine Symbiosis. BT Technology Journal, 22(4): 121-124.

Peer-Reviewed Paper

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Rosalind W Picard, Seymour Papert, Walter Bender, Bruce Blumberg, Cynthia Breazeal, David Cavallo, Tod Machover, Mitchel Resnick, Deb Roy, Carol Strohecker (2004). Affective learning—a manifesto. BT Technology Journal, 22(4): 253-269.

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Peter Gorniak, Deb Roy. (2004). BISHOP|BLENDER: Spatially Grounded Language Understanding in 3D Modelling Software. In Proceedings of the NAACL, 2 pages.

Peer-Reviewed Paper

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Rupal Patel, Sam Pilato, and Deb Roy. (2004). Beyond Linear Syntax: An Image-Oriented Communication Aid. Journal of Assistive Technology Outcomes and Benefits, 1(1): 57-66

Peer-Reviewed Paper

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Jeff Orkin, Deb Roy. (2004). Capturing and generating social behavior with the restaurant game. Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems.

Peer-Reviewed Paper

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2003
Niloy Mukherjee and Deb Roy. (2003). A Visual Context-Aware Multimodal System for Spoken Language Processing. Proc. Eurospeech, 6 pages.

Peer-Reviewed Paper

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Peter Gorniak and Deb Roy. (2003). Augmenting User Interfaces with Adaptive Speech Commands. In Proceedings of the International Conference for Multimodal Interfaces.

Peer-Reviewed Paper

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Peter Gorniak and Deb Roy. (2003). A Visually Grounded Natural Language Interface for Reference to Spatial Scenes. In Proceedings of the International Conference for Multimodal Interfaces.

Peer-Reviewed Paper

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Brian Whitman, Deb Roy, Barry Vercoe. (2003). Learning Word Meanings and Descriptive Parameter Spaces from Music. In Proceedings of the HLT-NAACL03 workshop on Learning Word Meaning from Non-Linguistic Data.

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Kai-yuh Hsiao, Nikolaos Mavridis, Deb Roy. Coupling Perception and Simulation: Steps Towards Conversational Robotics. (2003). The Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems .

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Deb Roy, Kai-yuh Hsiao, Nikolaos Mavridis. (2003). Conversational Robots: Building Blocks for Grounding Word Meanings. In Proceedings of the HLT-NAACL03 Workshop on Learning Word Meaning from Non-Linguistic Data.

Peer-Reviewed Paper

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Deb Roy. (2003). Grounded Spoken Language Acquisition: Experiments in Word Learning. IEEE Transactions on Multimedia, 5(2): 197-209.

Peer-Reviewed Paper

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Niloy Mukherjee. (2003). Spontenous Speech Recognition Using Visual Context-Aware Language Models. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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Sheel Sanjay Dhande. (2003). A Computational Model to Connect Gestalt Perception and Natural Language. M.Sc. in Media Arts and Sciences Thesis.

Masters Thesis

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2002
Deb Roy, Peter Gorniak, Niloy Mukherjee, and Josh Juster. (2002). A Trainable Spoken Language Understanding System for Visual Object Selection. In Proceedings of the International Conference of Spoken Language Processing.

Peer-Reviewed Paper

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Deb Roy. (2002). A Trainable Visually-Grounded Spoken Language Generation System. In Proceedings of the International Conference of Spoken Language Processing.

Peer-Reviewed Paper

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Deb Roy. (2002). Learning Words and Syntax for a Visual Description Task. Computer Speech and Language.

Peer-Reviewed Paper

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Deb Roy, Kai-Yuh Hsiao, Peter Gorniak, and Niloy Mukherjee. (2002). Grounding natural spoken language semantics in visual perception and motor control. AAAI Technical Report FS-02-03.

Peer-Reviewed Paper

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Deb Roy and Alex Pentland. (2002). Learning Words from Sights and Sounds: A Computational Model. Cognitive Science, 26(1), 113-146.

Peer-Reviewed Paper

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Ewa Dominowska, Deb Roy and Rupal Patel. (2002). An Adaptive Context-Sensitive Communication Aid. Proceedings for the 17th Annual International Conference “Technology and Persons with Disabilities”.

Peer-Reviewed Paper

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Deb Roy. (2002). A System that Learns to Describe Objects in Visual Scenes. Proc. Seventh International Conference on Spoken Language Processing, 4 pages.

Peer-Reviewed Paper

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Ewa Dominowska. (2002). A Communication Aid with Context-Aware Vocabulary Prediction. M.Eng. EECS Thesis.

Masters Thesis

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Norimasa Yoshida. (2002). Automatic Utterance Segmentation in Spontaneous Speech. M.Eng. EECS Thesis.

Masters Thesis

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2001
Deb Roy. (2001). Situation-Aware Spoken Language Processing. Royal Institute of Acoustics Workshop on Innovation in Speech Processing, Stratford-upon-Avon, England.

Peer-Reviewed Paper

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Ben Yoder. (2001). Spontaneous Speech Recognition Using Hidden Markov Models. M.Eng. EECS Thesis.

Masters Thesis

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2000
Deb Roy. (2000). Integration of Speech and Vision using Mutual Information. Int. Conf. Acoustics, Speech and Signal Processing.

Peer-Reviewed Paper

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Deb Roy. (2000). Grounded Speech Communication. Proceedings of the International Conference on Spoken Language Processing, 5 pages.

Peer-Reviewed Paper

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Deb Roy. (2000). A computational model of word learning from multimodal sensory input. Proceedings of the International Conference of Cognitive Modeling, 8 pages.

Peer-Reviewed Paper

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1999
Deb Roy, Bernt Schiele, and Alex Pentland. (1999). Learning Audio-Visual Associations using Mutual Information. International Conference on Computer Vision, Workshop on Integrating Speech and Image Understanding.

Peer-Reviewed Paper

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Deb Roy. (1999). Learning Words from Sights and Sounds: A Computational Model. Ph.D. in Media Arts and Sciences, MIT.

PhD Thesis

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1998
Deb Roy and Alex Pentland. (1998). A Phoneme Probability Display for Individuals with Hearing Disabilities. Proceedings of the ACM Conference On Assistive Technologies, 4 pages.

Peer-Reviewed Paper

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Deb Roy and Alex Pentland. (1998). Learning words from natural audio-visual input. Fifth International Conference on Spoken Language Processing (ICSLP), 5 pages.

Peer-Reviewed Paper

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Rupal Patel and Deb Roy. (1998). Teachable interfaces for individuals with dysarthric speech and severe physical disabilities. Proceedings of the AAAI Workshop on Integrating Artificial Intelligence and Assistive Technology, 8 pages.

Peer-Reviewed Paper

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Deb Roy and Alex Pentland. (1998). Word Learning in a Multimodal Environment , Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 4 pages.

Peer-Reviewed Paper

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1997
Deb Roy and Carl Malamud. (1997). Integration of a large text and audio corpus using speaker identification. Proceedings of the AAAI Spring Symposium on the Intelligent Integration and Use of Text, Image, Video and Audio Corpora.

Peer-Reviewed Paper

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Deb Roy and Alex Pentland. (1997). Multimodal adaptive interfaces. MIT Media Laboratory Perceptual Computing Technical Report No. 438.

Peer-Reviewed Paper

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Deb Roy and Carl Malamud. (1997). Speaker identification based test to audio alignment for an audio retrieval system. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, Munich, Vol. 2, pp. 1099-1103.

Peer-Reviewed Paper

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Deb Roy. (1997). Speaker indexing using neural network clustering of vowel spectra. International Journal of Speech Technology, 1(2): 143-149.

Peer-Reviewed Paper

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Deb Roy, Nitin Sawhney, Chris Schmandt, and Alex Pentland. (1997). Wearable audio computing: A survey of interaction techniques. Perceptual Computing Technical Report No. 434, 9 pages.

Peer-Reviewed Paper

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1996
Chris Schmandt and Deb Roy. (1996). Using acoustic structure in a hand-held audio playback device. IBM Systems Journal, 35: (3-4).

Peer-Reviewed Paper

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Deb Roy, Alex Pentland. (1996). Automatic spoken affect classification and analysis. Proc. Second International Conference on Automatic Face and Gesture Recognition, 6 pages.

Peer-Reviewed Paper

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Deb Roy and Chris Schmandt. (1996). NewsComm: A Hand-Held Interface for Interactive Access to Structured Audio. Proceedings of the ACM Conference on Computer Human Interaction, 9 pages.

Peer-Reviewed Paper

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1995
Deb Roy. (1995). NewsComm: A Hand-Held Device for Interactive Access to Structured Audio. M.Sc. in Media Arts and Sciences, MIT.

Masters Thesis

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1991
B. N. Chodirker, D. Roy, C. R. Greenberg, M. Cheang, J. A. Evans, & M. H. Reed. (1991). Computer assisted analysis of hand radiographs in infantile hypophosphatasia carriers. Pediatric Radiology, 21(3): 216-219.

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