Papers
The Confidence Trap: Gender Bias and Predictive Certainty in LLMs
Ahmed Sabir, Markus Kängsepp, Rajesh Sharma
A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction
Weilin Ruan, Xilin Dang, Ziyu Zhou et al.
Navigation and Interaction for Blind Users via a Cognitive Architecture
Oscar J. Romero, Anthony Tomasic, Elizabeth J. Carter et al.
Toward Simulating Networked Societies with Formal Institutions Using AI Agents
Michael Richards, Danny Cowser, Daniel Nielson et al.
X-MuTeST: A Multilingual Benchmark for Explainable Hate Speech Detection and a Novel LLM-Consulted Explanation Framework
Mohammad Zia Ur Rehman, Sai Kartheek Reddy Kasu, Shashivardhan Reddy Koppula et al.
CCD-Bench: Probing Cultural Conflict in Large Language Model Decision-Making
Hasibur Rahman, Hanan Salam
LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users
Elinor Poole-Dayan, Deb Roy, Jad Kabbara
Debiasing Machine Learning Predictions for Causal Inference Without Additional Ground Truth Data: “One Map, Many Trials” in Satellite-Driven Poverty Analysis
Markus B. Pettersson, Connor Thomas Jerzak, Adel Daoud
Scalable Air-Quality Sensor Placement via Gradient-Based Mutual Information Maximization
Zeel B Patel, Vinayak Rana, Nipun Batra
Culture Affordance Atlas: Reconciling Object Diversity Through Functional Mapping
Joan Nwatu, Longju Bai, Oana Ignat et al.
Forecasting Clinical Risk from Textual Time Series: Structuring Narratives for Temporal AI in Healthcare
Shahriar Noroozizadeh, Sayantan Kumar, Jeremy C. Weiss
Should You Use LLMs to Simulate Opinions? Quality Checks for Early-Stage Deliberation
Terrence Neumann, Maria De-Arteaga, Sina Fazelpour
Rescind: Countering Image Misconduct in Biomedical Publications with Vision-Language and State-Space Modeling
Soumyaroop Nandi, Prem Natarajan
Masked Mineral Modeling: Continent-Scale Mineral Prospecting via Geospatial Infilling
Sujay Nair, Evan Austen Coleman, Sherrie Wang et al.
Improving Low-Resource Translation with Dictionary-Guided Fine-Tuning and RL: A Spanish-to-Wayuunaiki Study
Manuel Mosquera, Melissa Verónica Robles, Johan R. Portela et al.
Visual-Friendly Concept Protection via Selective Adversarial Perturbations
Xiaoyue Mi, Fan Tang, You Wu et al.
Optimizing Urban Service Allocation with Time-Constrained Restless Bandits
Yi Mao, Andrew Perrault
A Benchmark Dataset for Spatially Aligned Road Damage Assessment in Small Uncrewed Aerial Systems Disaster Imagery
Thomas Manzini, Priyankari Perali, Raisa Karnik et al.
A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination
Ayan Majumdar, Deborah D. Kanubala, Kavya Gupta et al.
GREAT: Generalizable Representation Enhancement via Auxiliary Transformations for Zero-Shot Environmental Prediction
Shiyuan Luo, Chonghao Qiu, Runlong Yu et al.
DeepGB-TB: A Risk-Balanced Cross-Attention Gradient-Boosted Convolutional Network for Rapid, Interpretable Tuberculosis Screening
Zhixiang Lu, Yulong Li, Feilong Tang et al.
KnowLCP: Knowledge Augmented Lane Change Prediction for Autonomous Driving
Yuhuan Lu, Pengpeng Xu, Wei Wang et al.
MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks
Jianrong Lu, Junwei Liu, Xingyun Zheng et al.
mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing
Ziyang Liu, Siyuan He, Feng Liang et al.
MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
Yilun Liu, Chunguang Zhao, Xinhua Yang et al.