Efficient training and inference: Techniques for large language models using llama

SR Cunningham, D Archambault, A Kung - Authorea Preprints, 2024 - techrxiv.org
To enhance the efficiency of language models, it would involve optimizing their training and
inference processes to reduce computational demands while maintaining high performance …

FaiMA: Feature-aware In-context Learning for Multi-domain Aspect-based Sentiment Analysis

S Yang, X Jiang, H Zhao, W Zeng, H Liu… - arXiv preprint arXiv …, 2024 - arxiv.org
Multi-domain aspect-based sentiment analysis (ABSA) seeks to capture fine-grained
sentiment across diverse domains. While existing research narrowly focuses on single …