Deb Roy
#33,856
Most Influential Person Now
American computer scientist
Deb Roy's AcademicInfluence.com Rankings
Deb Roycomputer-science Degrees
Computer Science
#1668
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#1727
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Machine Learning
#252
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#255
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Artificial Intelligence
#362
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#369
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Computational Linguistics
#2000
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#2022
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Computer Science
Why Is Deb Roy Influential?
(Suggest an Edit or Addition)According to Wikipedia, Deb Roy is a Canadian scientist, tenured professor at MIT, and the director of the MIT Center for Constructive Communication. Roy received a bachelor of applied science in computer engineering from the University of Waterloo, and a PhD in Media Arts and Sciences from MIT. He previously was the executive director of the MIT Media Lab and directed the Cognitive Machines group at the Media Lab, and the Laboratory for Social Machines.
Deb Roy's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- The spread of true and false news online (2018) (3958)
- Computational Social Science (2009) (2065)
- Life in the network: The coming age of computational social science: Science (2009) (858)
- Learning words from sights and sounds: a computational model (2002) (640)
- Toward understanding natural language directions (2010) (392)
- Semiotic schemas: A framework for grounding language in action and perception (2005) (268)
- Learning visually grounded words and syntax for a scene description task (2002) (235)
- Grounded Semantic Composition for Visual Scenes (2011) (201)
- Grounding words in perception and action: computational insights (2005) (200)
- Connecting language to the world (2005) (189)
- The Human Speechome Project (2006) (176)
- Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder (2016) (167)
- Mental imagery for a conversational robot (2004) (151)
- The Restaurant Game: Learning Social Behavior and Language from Thousands of Players Online (2008) (141)
- Predicting the birth of a spoken word (2015) (124)
- Grounded Situation Models for Robots: Where words and percepts meet (2006) (118)
- Rumor Gauge (2017) (102)
- Grounded spoken language acquisition: experiments in word learning (2003) (100)
- Me, My Echo Chamber, and I: Introspection on Social Media Polarization (2018) (100)
- Exploring Word Learning in a High-Density Longitudinal Corpus (2009) (89)
- Towards situated speech understanding: visual context priming of language models (2005) (87)
- Automatic learning and generation of social behavior from collective human gameplay (2009) (85)
- Probabilistic grounding of situated speech using plan recognition and reference resolution (2005) (69)
- Grounding Verbs of Motion in Natural Language Commands to Robots (2010) (67)
- Situated Language Understanding as Filtering Perceived Affordances (2007) (64)
- Tweet Acts: A Speech Act Classifier for Twitter (2016) (64)
- DeepStance at SemEval-2016 Task 6: Detecting Stance in Tweets Using Character and Word-Level CNNs (2016) (63)
- Interpretation of Spatial Language in a Map Navigation Task (2007) (62)
- Automatic spoken affect classification and analysis (1996) (61)
- New horizons in the study of child language acquisition (2009) (56)
- Mining temporal patterns of movement for video content classification (2006) (52)
- A trainable spoken language understanding system for visual object selection (2002) (51)
- Learning Influence among Interacting Markov Chains (2005) (51)
- Coupling perception and simulation: steps towards conversational robotics (2003) (48)
- Speaking with your Sidekick: Understanding Situated Speech in Computer Role Playing Games (2005) (48)
- An immersive system for browsing and visualizing surveillance video (2010) (47)
- Natural language command of an autonomous micro-air vehicle (2010) (47)
- Fast transcription of unstructured audio recordings (2009) (47)
- Speaker identification based text to audio alignment for an audio retrieval system (1997) (46)
- Are Visual Explanations Useful? A Case Study in Model-in-the-Loop Prediction (2020) (43)
- Towards surveillance video search by natural language query (2009) (42)
- Integration of speech and vision using mutual information (2000) (40)
- Enhanced Twitter Sentiment Classification Using Contextual Information (2015) (40)
- NewsComm: a hand-held interface for interactive access to structured audio (1996) (39)
- Situated Models of Meaning for Sports Video Retrieval (2007) (39)
- Object schemas for grounding language in a responsive robot (2008) (37)
- Twitter Demographic Classification Using Deep Multi-modal Multi-task Learning (2017) (37)
- Conversational Robots: Building Blocks for Grounding Word Meaning (2003) (35)
- Learning Visually Grounded Words and Syntax of Natural Spoken Language (2000) (34)
- Automatic Detection and Categorization of Election-Related Tweets (2016) (33)
- Audio-Visual Sentiment Analysis for Learning Emotional Arcs in Movies (2017) (32)
- Intentional Context in Situated Natural Language Learning (2005) (31)
- Grounded Situation Models for Robots: Bridging Language, Perception, and Action (2005) (31)
- Grounded Language Modeling for Automatic Speech Recognition of Sports Video (2008) (31)
- Natural language and spatial reasoning (2010) (30)
- Automatic Spoken Affect Analysis and Classification (1996) (30)
- Spatial routines for a simulated speech-controlled vehicle (2006) (30)
- A Human-Machine Collaborative System for Identifying Rumors on Twitter (2015) (30)
- Beyond Linear Syntax: An Image-Oriented Communication Aid. (2004) (29)
- Unsupervised content-based indexing of sports video (2007) (27)
- Generating Black-Box Adversarial Examples for Text Classifiers Using a Deep Reinforced Model (2019) (26)
- A longitudinal study of prosodic exaggeration in child-directed speech (2012) (25)
- Learning words from natural audio-visual input (1998) (25)
- Temporal feature induction for baseball highlight classification (2007) (25)
- Semi-Automated Dialogue Act Classification for Situated Social Agents in Games (2010) (25)
- Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Commands (2017) (24)
- Learning Personas from Dialogue with Attentive Memory Networks (2018) (24)
- Object schemas for responsive robotic language use (2008) (24)
- Learning visually grounded words and syntax of natural spoken language (2000) (24)
- Contributions of Prosodic and Distributional Features of Caregivers' Speech in Early Word Learning (2010) (23)
- Learning Meanings of Words and Constructions, Grounded in a Virtual Game (2010) (23)
- Wearable Audio Computing: A Survey of Interaction Techniques (2000) (22)
- Relating Activity Contexts to Early Word Learning in Dense Longitudinal Data (2012) (22)
- The affordance-based concept (2005) (21)
- Generalized Grounding Graphs: A Probabilistic Framework for Understanding Grounded Language (2013) (21)
- Elvis: situated speech and gesture understanding for a robotic chandelier (2004) (21)
- Grounding spatial language for video search (2010) (20)
- A TRAINABLE VISUALLY-GROUNDED SPOKEN LANGUAGE GENERATION SYSTEM (2002) (19)
- Digital Stylometry: Linking Profiles Across Social Networks (2015) (19)
- Interpretable Multi-Modal Hate Speech Detection (2021) (19)
- Augmenting user interfaces with adaptive speech commands (2003) (19)
- Automatic estimation of transcription accuracy and difficulty (2010) (18)
- The Structure of Toxic Conversations on Twitter (2021) (17)
- Grounding Words in Perception and Action: Insights from Computational Models (2005) (16)
- Multimodal Adaptive Interfaces (1998) (16)
- Semi-automatic task recognition for interactive narratives with EAT & RUN (2010) (16)
- A Semi-Automatic Method for Efficient Detection of Stories on Social Media (2016) (16)
- Semantic context effects on color categorization (2009) (15)
- Effects of Caregiver Prosody on Child Language Acquisition (2010) (15)
- A human-machine collaborative approach to tracking human movement in multi-camera video (2009) (15)
- Assistive Technology Outcomes and Benefits (2006) (15)
- A Habit System for an Interactive Robot (2005) (15)
- Visual memory augmentation: using eye gaze as an attention filter (2004) (15)
- Collective artificial intelligence: simulated role-playing from crowdsourced data (2013) (14)
- Unsupervised content-based indexing for sports video retrieval (2007) (14)
- Teachable Interfaces for Individuals with Dysarthric Speech and Severe Physical Disabilities (2000) (14)
- Understanding Speech in Interactive Narratives with Crowdsourced Data (2012) (14)
- Tracking the Yak: An Empirical Study of Yik Yak (2016) (14)
- Grounding spatial prepositions for video search (2009) (14)
- Learning Word Meanings and Descriptive Parameter Spaces from Music (2003) (14)
- Dense home-based recordings reveal typical and atypical development of tense/aspect in a child with delayed language development* (2017) (13)
- A portable audio/video recorder for longitudinal study of child development (2012) (13)
- New Horizons in the Study of Child Language Acquisition (2009) (13)
- NewsComm : A Hand-Held Device for Interactive Access to Structured Audio (1995) (13)
- Assessing Behavioral and Computational Approaches to Naturalistic Action Segmentation (2010) (13)
- A visually grounded natural language interface for reference to spatial scenes (2003) (12)
- A Computational Model of Word Learning from Multimodal Sensory Input (2000) (12)
- Learning from multimodal observations (2000) (11)
- Grounded Situation Models: Where Words and Percepts Meet (2006) (11)
- SpeechBlocks: A Constructionist Early Literacy App (2017) (11)
- Grounding Language in Spatial Routines (2007) (10)
- Word learning in a multimodal environment (1998) (10)
- The birth of a word (2013) (10)
- RIPLEY , HAND ME THE CUP ! ( SENSORIMOTOR REPRESENTATIONS FOR GROUNDING WORD MEANING ) (2003) (10)
- Speaker indexing using neural network clustering of vowel spectra (1997) (10)
- A visual context-aware multimodal system for spoken language processing (2003) (10)
- Visual Context Driven Semantic Priming of Speech Recognition and Understanding (2003) (9)
- Behavior Compilation for AI in Games (2010) (9)
- Modeling Interactions from Email Communication (2006) (9)
- Extracting aspects of determiner meaning from dialogue in a virtual world environment (2011) (9)
- Understanding Complex Visually Referring Utterances (2003) (8)
- Speech , Space and Purpose : Situated Language Understanding in Computer Games (2006) (8)
- Representing Intentions in a Cognitive Model of Language Acquisition: Effects of Phrase Structure on Situated Verb Learning (2007) (8)
- An Automatic Child-Directed Speech Detector for the Study of Child Language Development (2012) (8)
- Grounding Language in the World: Schema Theory Meets Semiotics (2005) (8)
- Light it up: using paper circuitry to enhance low-fidelity paper prototypes for children (2018) (7)
- Toco the toucan: a synthetic character guided by perception, emotion, and story (1997) (7)
- Using Synchronous Speech to Minimize Variability in Pause Placement : Cummins and (2001) (7)
- Perceived Affordances as a Substrate for Linguistic Concepts (2006) (7)
- Nasty, Brutish, and Short: What Makes Election News Popular on Twitter? (2017) (7)
- Grounding Language in the World: Signs, Schemas, and Meaning (2004) (7)
- RadioTalk: a large-scale corpus of talk radio transcripts (2019) (7)
- Using Acoustic Structure in a Hand-Held Audio Playback Device (1996) (6)
- NetP : A Network API for Building Heterogeneous Modular Intelligent Systems (2005) (6)
- Keeper: A Synchronous Online Conversation Environment Informed by In-Person Facilitation Practices (2021) (6)
- Auris: creating affective virtual spaces from music (2017) (6)
- Modeling Human Motives and Emotions from Personal Narratives Using External Knowledge And Entity Tracking (2021) (5)
- Exploring aspects of similarity between spoken personal narratives by disentangling them into narrative clause types (2020) (5)
- Keeper: An Online Synchronous Conversation Environment Informed by In-Person Facilitation Practices (2020) (5)
- Constructing Embodied Algebra by Sketching (2021) (5)
- A phoneme probability display for individuals with hearing disabilities (1998) (4)
- Balanced Influence Maximization in the Presence of Homophily (2021) (4)
- Exploiting feature dynamics for active object recognition (2010) (4)
- A Mechanistic Model of Three Facets of Meaning (2007) (4)
- Grounding language models in spatiotemporal context (2014) (4)
- Grounding spatial prepositions for video search (2009) (3)
- DeepSpace: Mood-Based Image Texture Generation for Virtual Reality from Music (2017) (3)
- Effects of Category Labels on Induction and Visual Processing: Support or Interference? (2005) (3)
- SITUATION-AWARE SPOKEN LANGUAGE PROCESSING (2001) (2)
- Modeling interactions from email communications (2006) (2)
- Coupling Robot Perception and Online Simulation for Grounding Conversational Semantics (2003) (2)
- Child-driven, machine-guided: Automatic scaffolding of constructionist-inspired early literacy play (2022) (2)
- Grounding Natural Spoken Language Semantics in Visual Perception and Motor Control (2002) (2)
- AI in storytelling: Machines as cocreators (2017) (2)
- DAPPER: Learning Domain-Adapted Persona Representation Using Pretrained BERT and External Memory (2020) (2)
- Integration of a Large Text and Audio Corpus Using Speaker Identification (1997) (2)
- Human Atlas: A Tool for Mapping Social Networks (2016) (2)
- Lifelong Knowledge-Enriched Social Event Representation Learning (2021) (2)
- New horizons in the study of child language acquisition (2009) (2)
- Family Learning Coach : Engaging Families in Children ’ s Early Literacy Learning with Computer-Supported Tools (2018) (2)
- Bilingual SpeechBlocks: Investigating How Bilingual Children Tinker with Words in English and Spanish (2017) (2)
- Capturing and generating social behavior with the restaurant game (2010) (2)
- SITUATION-AWARE SPOKEN LANGUAGE PROCESSING (2006) (2)
- Grounding words in perception and action : computational insights (2005) (2)
- Children-Centered Sensing in Early Childhood Classrooms (2018) (1)
- I’m Lonely. Who should I talk to? (2019) (1)
- Toward an interleaved model of actions and words in social simulation (2010) (1)
- On Grounding the Content of Language (2003) (1)
- Context is Key: New Approaches to Neural Coherence Modeling (2018) (1)
- Mapping Twitter Conversation Landscapes (2017) (1)
- FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition (2020) (1)
- Fast transcription of unstructured audio (2009) (1)
- Spelling their pictures: the role of visual scaffolds in an authoring app for young children's literacy and creativity (2020) (1)
- Exploiting feature dynamics for active object recognition (2010) (0)
- New horizons in the study of child language acquisition (2009) (0)
- End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions (2022) (0)
- Towards visually-grounded spoken language acquisition (2002) (0)
- MIT Open Access Articles Exploiting feature dynamics for active object recognition (2022) (0)
- A system that learns to describe objects in visual scenes (2002) (0)
- New horizons in the study of child language acquisition (2009) (0)
- Data visualization in the first person (2013) (0)
- New horizons in the study of child language acquisition (2009) (0)
- Robots, language, and meaning (2003) (0)
- Grounded Semantic Composition for Visual Scenes DRAFT - Do not cite (2003) (0)
- Proceedings of the 9th International Conference on Multimodal Interfaces, ICMI 2007, Nagoya, Aichi, Japan, November 12-15, 2007 (2007) (0)
- — DRAFT March 20 , 2005 — Grounding Language in the World : Schema Theory Meets Semiotics (2005) (0)
- Regular articles Perceiving temporal regularity in music* 1 Edward W. Large, Caroline Palmer Memory for goals: an activation-based model* 39 Erik M. Altmann, J. Gregory Trafton (2002) (0)
- INTERACTING MARKOV CHAINS (2005) (0)
- Event Representation in Humans and Machines (2011) (0)
- End-to-End Zero-Shot Voice Style Transfer with Location-Variable Convolutions (2022) (0)
- Measuring Responsiveness in the Online Public Sphere for the 2016 U.S. Election: Concepts (2015) (0)
- The data family (2012) (0)
- Behavior compilation for AI in games Citation (2010) (0)
- Real Talk, Real Listening, Real Change (2022) (0)
- Automatic Estimation of Transcription Accuracy and Difficulty Citation (2010) (0)
- The ADS-to-IDS Continuum: Developing an Index for the Study of Infant-Directed Speech Prosody (2002) (0)
- An Interface for Visualization and Exploration of Spatial Distributions (2011) (0)
- — DRAFT — Grounding Language in the World : Signs , Schemas , and Meaning (2004) (0)
- CUTKB at NTCIR-14 QALab-PoliInfo Task (2019) (0)
- Exploiting feature dynamics for active object recognition (2010) (0)
- Psychocomputational Models of Human Language Acquisition Proceedings of the Workshop (0)
- M-SENSE: Modeling Narrative Structure in Short Personal Narratives Using Protagonist's Mental Representations (2023) (0)
- Perceptual Intelligence: learning gestures and words for individualized, adaptive interfaces (1999) (0)
- LEARNING WORDS FROM NATURAL AUDIO-VISUAL (2021) (0)
- Video SemNet: Memory-Augmented Video Semantic Network (2020) (0)
- Phd General Examinations: Publishable Quality Paper for Main Area P5.1) Action Selector Process P5.2) Object Referent Resolution Process P5.3) Motor Parameter Extractor Process P5.4) Motor Executor Process (2006) (0)
- TweetVista: An AI-Powered Interactive Tool for Exploring Conversations on Twitter (2017) (0)
- Grounding spatial prepositions for video search (2009) (0)
- Topic Detection and Tracking with Time-Aware Document Embeddings (2021) (0)
- — DRAFT — Grounding Language in the World : Schema Theory Meets Semiotics (2004) (0)
- Designing Building Blocks for Open-Ended Early Literacy Software (2021) (0)
- MIT Open Access Articles Natural language command of an autonomous micro-air vehicle (2022) (0)
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Deb Roy is affiliated with the following schools:
