Towards Understanding the Word Sensitivity of Attention Layers: A Study via Random Featuresby Simone Bombari,…
Breaking MLPerf Training: A Case Study on Optimizing BERTby Yongdeok Kim, Jaehyung Ahn, Myeongwoo Kim,…
Socially Aware Synthetic Data Generation for Suicidal Ideation Detection Using Large Language Modelsby Hamideh Ghanadian,…
Self-Supervised Contrastive Pre-Training for Multivariate Point Processesby Xiao Shou, Dharmashankar Subramanian, Debarun Bhattacharjya, Tian Gao,…
Detecting mental disorder on social media: a ChatGPT-augmented explainable approachby Loris Belcastro, Riccardo Cantini, Fabrizio…
Contrastive Learning and Mixture of Experts Enables Precise Vector Embeddingsby Logan Hallee, Rohan Kapur, Arjun…
Multi-Agent Based Transfer Learning for Data-Driven Air Traffic Applicationsby Chuhao Deng, Hong-Cheol Choi, Hyunsang Park,…
A comparative study of zero-shot inference with large language models and supervised modeling in breast…
Key Information Retrieval to Classify the Unstructured Data Content of Preferential Trade Agreementsby Jiahui Zhao,…
Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAMby Bingbing Li, Geng Yuan, Zigeng…