Advancing Prompt Recovery in NLP: A Deep Dive into the Integration of Gemma-2b-it and Phi2 Models

1 code implementation • 7 Jul 2024 • Jianlong Chen, Wei Xu, Zhicheng Ding, Jinxin Xu, Hao Yan, Xinyu Zhang

Prompt recovery, a crucial task in natural language processing, entails the reconstruction of prompts or instructions that language models use to convert input text into a specific output.

MD tree: a model-diagnostic tree grown on loss landscape

1 code implementation • 24 Jun 2024 • Yefan Zhou, Jianlong Chen, Qinxue Cao, Konstantin Schürholt, Yaoqing Yang

This paper considers "model diagnosis", which we formulate as a classification problem.

Towards SAR Automatic Target Recognition MultiCategory SAR Image Classification Based on Light Weight Vision Transformer

no code implementations • 18 May 2024 • Guibin Zhao, Pengfei Li, Zhibo Zhang, Fusen Guo, Xueting Huang, Wei Xu, Jinyin Wang, Jianlong Chen

Synthetic Aperture Radar has been extensively used in numerous fields and can gather a wealth of information about the area of interest.

Image Classification

Text Sentiment Analysis and Classification Based on Bidirectional Gated Recurrent Units (GRUs) Model

no code implementations • 26 Apr 2024 • Wei Xu, Jianlong Chen, Zhicheng Ding, Jinyin Wang

This paper explores the importance of text sentiment analysis and classification in the field of natural language processing, and proposes a new approach to sentiment analysis and classification based on the bidirectional gated recurrent units (GRUs) model.

Classification Sentiment Analysis