Tim Althoff
- Towards a Science of Scaling Agent Systems
2025/12/09 by Yubin Kim, Ken Gu, Kim, Yubin +36 · 11 voices · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- Are Language Models Actually Useful for Time Series Forecasting?
2024/06/22 by Mingtian Tan, Tan, Mingtian, Mike A. Merrill +7 · 7 voices · 50 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- A Roadmap to Pluralistic Alignment
2024/02/07 by Taylor Sorensen, Sorensen, Taylor, Jared Moore +21 · 1 voice · 35 citations
Social Sciences · Computer Science · Medicine · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #Artificial Intelligence in Healthcare and Education
- Language Models Still Struggle to Zero-shot Reason about Time Series
2024/04/17 by Mike A. Merrill, Merrill, Mike A., Mingtian Tan +6 · 25 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Time Series Analysis and Forecasting #Topic Modeling
- Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models
2022/08/05 by Margaret Li, Suchin Gururangan, Li, Margaret +11 · 2 voices · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
- Correcting misinformation on social media with a large language model
2024/03/17 by Xinyi Zhou, Zhou, Xinyi, Ashish Sharma +5 · 2 voices · 5 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Spam and Phishing Detection #cs.AI #cs.CL
- Human-AI Collaboration Enables More Empathic Conversations in Text-based Peer-to-Peer Mental Health Support
2022/03/28 by Ashish Sharma, Inna Wanyin Lin, Sharma, Ashish +7 · 12 citations
Health Professions · Psychology · #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mental Health and Patient Involvement #Mental Health via Writing #Social and Information Networks (cs.SI)
- Towards a Personal Health Large Language Model
2024/06/10 by Justin Cosentino, Anastasiya Belyaeva, Cosentino, Justin +65 · 1 voice · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- Making Online Communities 'Better': A Taxonomy of Community Values on Reddit
2021/09/11 by Galen Weld, Weld, Galen, Amy X. Zhang +3 · 8 citations
Computer Science · Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Human-Computer Interaction (cs.HC) #Misinformation and Its Impacts #Social Media and Politics #Social and Information Networks (cs.SI)
- Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction
2023/05/04 by A. Sharma, Sharma, Ashish, Kevin Rushton +13 · 9 citations
Psychology · #Mental Health via Writing #Digital Mental Health Interventions #Mental Health Research Topics
- What Makes Online Communities 'Better'? Measuring Values, Consensus, and\n Conflict across Thousands of Subreddits
2021/11/10 by Galen Weld, Weld, Galen, Amy X. Zhang +3 · 7 citations
Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Knowledge Management and Sharing #Misinformation and Its Impacts #Social Media and Politics #Social and Information Networks (cs.SI)
- A Computational Framework for Behavioral Assessment of LLM Therapists
2024/01/01 by Yu Ying Chiu, Ashish Sharma, Chiu, Yu Ying +5 · 11 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mental Health via Writing #Text Readability and Simplification #Topic Modeling
- Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring
2023/10/24 by A. Sharma, Kevin Rushton, Sharma, Ashish +7 · 9 citations
Psychology · #Digital Mental Health Interventions #Mental Health Research Topics #Mental Health via Writing
- How Do Data Analysts Respond to AI Assistance? A Wizard-of-Oz Study
2023/09/18 by Ken Gu, Madeleine Grunde-McLaughlin, Gu, Ken +7 · 7 citations
Computer Science · #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research #Open Source Software Innovations
- Towards Facilitating Empathic Conversations in Online Mental Health\n Support: A Reinforcement Learning Approach
2021/01/19 by Ashish Sharma, Inna Wanyin Lin, Sharma, Ashish +7 · 4 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Digital Mental Health Interventions #FOS: Computer and information sciences #Mental Health via Writing #Social and Information Networks (cs.SI) #Topic Modeling
- How to Ask for a Favor: A Case Study on the Success of Altruistic Requests
2014/05/13 by Tim Althoff, Cristian Danescu-Niculescu-Mizil, Althoff, Tim +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #I.2.7 #J.4 #Physics and Society (physics.soc-ph) #Sentiment Analysis and Opinion Mining #Social and Information Networks (cs.SI) #Spam and Phishing Detection #Topic Modeling
- Influence of Pokémon Go on Physical Activity: Study and Implications
2016/10/06 by Tim Althoff, Althoff, Tim, Ryen W. White +3 · 2 citations
Health Professions · Medicine · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Mobile Health and mHealth Applications #Obesity, Physical Activity, Diet #Physical Activity and Health
- What Are the Odds? Language Models Are Capable of Probabilistic Reasoning
2024/06/18 by Akshay Paruchuri, Paruchuri, Akshay, Jake Garrison +13 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- GLOBEM Dataset: Multi-Year Datasets for Longitudinal Human Behavior Modeling Generalization
2022/11/04 by Xuhai Xu, Xu, Xuhai, Han Zhang +29 · 3 citations
Psychology · Computer Science · #Digital Mental Health Interventions #Innovative Human-Technology Interaction #Mental Health Research Topics
- Engagement Patterns of Peer-to-Peer Interactions on Mental Health\n Platforms
2020/04/10 by Ashish Sharma, Monojit Choudhury, Sharma, Ashish +6 · 2 citations
Psychology · Social Sciences · #Digital Mental Health Interventions #FOS: Computer and information sciences #Impact of Technology on Adolescents #Mental Health via Writing #Social and Information Networks (cs.SI)
- SensorLM: Learning the Language of Wearable Sensors
2025/06/10 by Yuwei Zhang, Kumar Ayush, Zhang, Yuwei +37 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- How Do Analysts Understand and Verify AI-Assisted Data Analyses?
2023/09/19 by Ken Gu, Ruoxi Shang, Gu, Ken +7 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI)
- Learning Individualized Cardiovascular Responses from Large-scale Wearable Sensors Data
2018/12/04 by Haraldur Tómas Hallgrímsson, Hallgrímsson, Haraldur T., Filip Janković +5 · 1 citation
Engineering · Medicine · #Blood Pressure and Hypertension Studies #Computers and Society (cs.CY) #FOS: Computer and information sciences #Heart Rate Variability and Autonomic Control #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Non-Invasive Vital Sign Monitoring
- LSM-2: Learning from Incomplete Wearable Sensor Data
2025/06/05 by Maxwell A. Xu, Girish Narayanswamy, Xu, Maxwell A. +47 · 6 citations
Computer Science · Engineering · #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Non-Invasive Vital Sign Monitoring
- The Effect of Moderation on Online Mental Health Conversations
2020/05/19 by David Wadden, Tal August, Wadden, David +5 · 1 citation
Psychology · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Mental Health Interventions #FOS: Computer and information sciences #Impact of Technology on Adolescents #Social Media and Politics #Social and Information Networks (cs.SI)
- CORAL: COde RepresentAtion Learning with Weakly-Supervised Transformers for Analyzing Data Analysis
2020/08/28 by Ge Zhang, Mike A. Merrill, Zhang, Ge +7 · 1 citation
Computer Science · Decision Sciences · #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Scientific Computing and Data Management #Software Engineering Research #Topic Modeling
- Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets
2021/07/09 by Mike A. Merrill, Merrill, Mike A., Tim Althoff +1 · 1 citation
Computer Science · #Context-Aware Activity Recognition Systems #Time Series Analysis and Forecasting #Anomaly Detection Techniques and Applications
- Gendered Mental Health Stigma in Masked Language Models
2022/10/27 by Inna Wanyin Lin, Lin, Inna Wanyin, Lucille Njoo +11 · 1 citation
Medicine · Psychology · #Sex and Gender in Healthcare #Migration, Health and Trauma #Mental Health Treatment and Access
- Consistently Simulating Human Personas with Multi-Turn Reinforcement Learning
2025/10/31 by Marwa Abdulhai, Abdulhai, Marwa, Donovan Clay +8 · 3 citations
Computer Science · Psychology · #Persona Design and Applications #Social Robot Interaction and HRI #AI in Service Interactions
- Perceptions of Moderators as a Large-Scale Measure of Online Community Governance
2024/01/29 by Galen Weld, Weld, Galen, Leon Leibmann +5 · 1 citation
Social Sciences · #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Knowledge Management and Sharing #Social and Information Networks (cs.SI)
- How Conversational Structure and Style Shape Online Community Experiences
2025/08/12 by Galen Weld, Weld, Galen, Carl Pearson +9 · 2 voices · 1 citation
#cs.SI #cs.HC