13 citations · 33 across the 19 of their papers we have counts for
19 papers
Anchorless Diversification for Parallel LLM Ideation
Fares Nabil Ibrahim, Nafis Saami Azad, Raiyan Abdul Baten
LLMs are increasingly used to generate candidate-idea pools for creative tasks where broad exploration is valuable. Parallel inference can be attractive in this setting when it bro…
Ex Ante Evaluation of AI-Induced Idea Diversity Collapse
Nafis Saami Azad, Raiyan Abdul Baten
Creative AI systems are typically evaluated at the level of individual utility, yet creative outputs are consumed in populations: an idea loses value when many others produce simil…
General Intellectual Humility Is Malleable Through AI-Mediated Reflective Dialogue
Mohammad Ratul Mahjabin, Raiyan Abdul Baten
General intellectual humility (GIH) -- the recognition that one's beliefs may be fallible and revisable -- is associated with improved reasoning, learning, and social discourse, ye…
Strategic Adaptation Under Contextual Change: Insights from a Dyadic Negotiation Testbed for AI Coaching Technologies
Mobasshira Akter Urmi, Raiyan Abdul Baten
Strategic adaptation -- the ability to adjust interaction behavior in response to changing constraints and leverage -- is a central goal of negotiation training and an emerging tar…
From semantic memory to collective creativity: A generative cognitive foundation for social creativity models
Mirza Nayeem Ahmed, Raiyan Abdul Baten
Simulation-based theory development has yielded powerful insights into collective performance by linking social structure to emergent outcomes, yet it has struggled to extend to co…
Beginner's Charm: Beginner-Heavy Teams Are Associated With High Scientific Disruption
Mahdee Mushfique Kamal, Raiyan Abdul Baten
Teams now drive most scientific advances, yet the impact of absolute beginners -- authors with no prior publications -- remains understudied. Analyzing over 29 million articles pub…
MuseScorer: Idea Originality Scoring At Scale
Ali Sarosh Bangash, Krish Veera, Ishfat Abrar Islam +1
An objective, face-valid method for scoring idea originality is to measure each idea's statistical infrequency within a population -- an approach long used in creativity research.…
The Wisdom of Intellectually Humble Networks
Mohammad Ratul Mahjabin, Raiyan Abdul Baten
People's collectively shared beliefs can have significant social implications, including on democratic processes and policies. Unfortunately, as people interact with peers to form…
AI Can Enhance Creativity in Social Networks
Raiyan Abdul Baten, Ali Sarosh Bangash, Krish Veera +2
Can peer recommendation engines elevate people's creative performances in self-organizing social networks? Answering this question requires resolving challenges in data collection…
Exploring the Role of Randomization on Belief Rigidity in Online Social Networks
Adiba Mahbub Proma, Neeley Pate, Raiyan Abdul Baten +4
People often stick to their existing beliefs, ignoring contradicting evidence or only interacting with those who reinforce their views. Social media platforms often facilitate such…
Context-Aware Prediction of User Engagement on Online Social Platforms
Heinrich Peters, Yozen Liu, Francesco Barbieri +3
The success of online social platforms hinges on their ability to predict and understand user behavior at scale. Here, we present data suggesting that context-aware modeling approa…
Don't follow the leader: Independent thinkers create scientific innovation
Sean Kelty, Raiyan Abdul Baten, Adiba Mahbub Proma +3
Academic success is distributed unequally; a few top scientists receive the bulk of attention, citations, and resources. However, do these ``superstars" foster leadership in scient…
NADBenchmarks -- a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters
Adiba Mahbub Proma, Md Saiful Islam, Stela Ciko +2
Climate change has increased the intensity, frequency, and duration of extreme weather events and natural disasters across the world. While the increased data on natural disasters…
Creativity in social networks is enhanced by 'Goldilocks' dispersal of ideators' visibility
Raiyan Abdul Baten, Richard N. Aslin, Gourab Ghoshal +1
Recent works suggest that striking a balance between maximizing idea stimulation and minimizing idea redundancy can elevate creativity in self-organizing social networks. We explor…
DBATES: DataBase of Audio features, Text, and visual Expressions in competitive debate Speeches
Taylan K. Sen, Gazi Naven, Luke Gerstner +11
In this work, we present a database of multimodal communication features extracted from debate speeches in the 2019 North American Universities Debate Championships (NAUDC). Featur…
Technology-driven Alteration of Nonverbal Cues and its Effects on Negotiation
Raiyan Abdul Baten, Ehsan Hoque
A person's appearance, identity, and other nonverbal cues can substantially influence how one is perceived by a negotiation counterpart, potentially impacting the outcome of the ne…
Cues to gender and racial identity reduce creativity in diverse social networks
Raiyan Abdul Baten, Richard Aslin, Gourab Ghoshal +1
The characteristics of social partners have long been hypothesized as influential in guiding group interactions. Understanding how demographic cues impact networks of creative coll…
Creativity in temporal social networks: How divergent thinking is impacted by one's choice of peers
Raiyan Abdul Baten, Daryl Bagley, Ashely Tenesaca +4
Creativity is viewed as one of the most important skills in the context of future-of-work. In this paper, we explore how the dynamic (self-organizing) nature of social networks imp…
Buildup of Speaking Skills in an Online Learning Community: A Network-Analytic Exploration
Rasoul Shafipour, Raiyan Abdul Baten, Md Kamrul Hasan +3
In this study, we explore peer-interaction effects in online networks on speaking skill development. In particular, we present an evidence for gradual buildup of skills in a small-…