Leveraging Domain Knowledge for Efficient Reward Modelling in RLHF: A Case-Study in E-Commerce Opinion Summarizationby…
Debiasing Machine Learning Models by Using Weakly Supervised Learningby Renan D. B. Brotto, Jean-Michel Loubes,…
Transformers are Expressive, But Are They Expressive Enough for Regression?by Swaroop Nath, Harshad Khadilkar, Pushpak…
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trendsby Abolfazl Younesi,…
Mechanics-Informed Autoencoder Enables Automated Detection and Localization of Unforeseen Structural Damageby Xuyang Li, Hamed Bolandi,…
AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learningby Jianguo Zhang, Tian Lan,…
Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Expertsby Yuejiang Liu, Alexandre AlahiFirst submitted…
HKD-SHO: A hybrid smart home system based on knowledge-based and data-driven servicesby Mingming Qiu, Elie…
Graph Pruning for Enumeration of Minimal Unsatisfiable Subsetsby Panagiotis Lymperopoulos, Liping LiuFirst submitted to arxiv…
Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Modelsby Kaiwen Wei, Jingyuan…