Projects

We bring together humanists and technologists to tackle some of the most complex communication challenges facing the media, education, public health, and government. Projects at the Center range from exploratory research in the lab to field pilots of advanced prototypes with potential for scale.

Some of our work within the research lab and the prototyping workshop is highlighted below.

PHD CANDIDATE SUYASH FULAY EXPLAINS WORK THAT EXPLORES HOW BEST TO LEVERAGE MACHINE-LEARNING TECHNIQUES TO IDENTIFY AND COMBAT ONLINE POLARIZATION. PHOTO BY ARTEMISIA LUK.

AI-Assisted Sensemaking

Archived

Human-in-the-loop tooling to surface insights across conversations

Sensemaking, Generative AI

Analogia

A story-telling card game connecting community values with lived experiences

Generative AI, Conversation Design, Listening, Design, Narrative, Game Design

Person Over Position

Unpacking the Impacts of Experience-Sharing on Social Evaluations, Emotions, and Engagement in Opinionated Discourse

Bridging, Listening, Deliberation, Narrative, Conflict Resolution, Social Psychology

Voice Anonymization

Archived

Producing speech that de-identifies the speaker’s voice characteristics while preserving naturalness, intelligibility, and paralinguistic features like emotion + prosody.

Communication, Speech Processing

Closer Worlds

Archived

A 2-person digital experience which supports intimate conversation by visualizing shared values using a text-to-image model.

Generative AI, Conversation Facilitation, Listening, Design, Human-Computer Interaction

realtalk@Boston

A new civic infrastructure in Boston grounded in dialogue as a way to building “civic muscle” of democracy

Research, Sensemaking, Conversation Facilitation, Participatory Research, Listening

Real Talk Summer Internship Program

Archived

Collaborating with students to shape a new online dialogue app

Research, Civic Engagement, Youth Engagement, Youth Dialogue, Cortico, Participatory Research, Listening, Social Media

Tech-Enhanced Deliberative Assemblies Pop-Up Lab

Archived

Tech-enhanced Citizens’ Assemblies toward a more inclusive, healthy, and constructive democracy

Bridging, Communication, Conversation Design, Conversation Facilitation, Civic Engagement, DemocracyNext, Deliberative Assembly

Measuring Affective Polarization in Online Spaces with Language Models

Archived

Outgroup Animosity Has Risen for Politicians, Journalists, and a Sample of Partisan Users on Twitter and Reddit

Affective Polarization, Computational Social Science, LLM Bias and Equity, Social Media Analytics  

MIT Student Assembly

Tech-enhanced & Student-Focused Deliberative Assemblies

Generative AI, Conversation Design, Conversation Facilitation, Youth Engagement, Youth Dialogue, Participatory Research, Deliberative Assembly, Deliberation

Project Odessa

Project Odessa builds on theoretical designs and provides a mobile app sandbox for such experimental implementations.

Conversation Health, Participatory Research, Decentralized Systems, System Governance

Assessing Affective Engagement with Narratives of Invisible Disability

Archived

Deconstructing and reducing situational stigma on the basis of visual and semantic assumption mechanisms.

Affective Polarization, Conversation Health, Identity Representation, Narrative, Social Psychology

A Basis for Narrative Reframing Agents

Archived

Design of narrative agents to assist in reframing traumatic experiences

Conversation Design, Conversation Facilitation, Human-Computer Interaction, Narrative, Social Psychology

Narrativity Rating Scale

Development of annotation-based scale to identify, isolate, and measure the emotional-behavioral effects on reader-listeners based on narrative-form elements within written or spoken texts of any type.

City meeting transcript analysis

Can discussions at city council meetings (the LocalView corpus) be used to explain/predict social measures of the cities where they occur? Can it be useful in other CCC projects?

Bridging Dictionary

Identify how words in American political discourse differ across the political divide

Natural Language Processing, Large Language Model, Bridging, Communication, Politics

LLMs to characterize groups

Using LLMs (originally trained / fine tuned, now prompted) to answer questions about group beliefs.

Lost in Translation

Archived

Investigating Systematic Discrepancies between Parallel English and Chinese Names of American Chinese Restaurants

Computational Social Science, Large Language Model, Bridging, Communication, Identity Representation, Translation

RealTalk Themes

Archived

Discover conversation themes via clustering, relate those to human generated highlights, and explore temporal patterns in how conversations develop.

Conversation Health & Dynamics

Exploring conversation health and dynamics using natural language processing and data visualization

NLP, Communication, Conversation Visualization, Conversation Health, Data Visualization

Visualizing Dialogue

Archived

Visualizing conversations based on themes

Conversation Visualization, Visualization

Understanding LLM cultural and demographic knowledge

Archived

Probing LLMs to understand gaps in their knowledge around certain traits

Data Provenance for AI

A massive audit of 1800+ AI text datasets, tracing their provenance and composition from origin to creation.

Data Provenance, LLM Bias and Equity, Responsible AI, AI Transparency

ConGraT

Archived

Joint text-graph modeling for improved predictions

Computational Social Science, NLP, Social Media Analytics  , Natural Language Processing, Artificial Intelligence, Graph Modeling

The speed of news in Twitter (X) versus radio

Archived

A Cross-Media Analysis of News Dynamics

Computational Social Science, Media Analytics, Social Media Analytics  

Beat The Virus

Archived

Public health messaging through social media

Social Media Analytics  , Communication, Social Media, Influencer Dynamics, Design, Public health

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