In this tutorial, we shift from traditional prompt crafting to a more systematic, programmable approach by treating prompts as tunable parameters rather than static text. Instead of guessing which ...

The headline University of Michigan (UM) consumer sentiment index ticked up to 53.3 in early December 2025, from 51.0 in November. Inflation expectations among households fell: the expected rate over ...

The successful application of large-scale transformer models in Natural Language Processing (NLP) is often hindered by the substantial computational cost and data requirements of full fine-tuning.

Abstract: Target-oriented multimodal sentiment classification seeks to predict sentiment polarity for specific targets from image-text pairs. While existing works achieve competitive performance, they ...

This paper focuses on the nonlinear correlation between investor sentiment and stock returns and conducts in-depth research with the aid of deep learning and text mining techniques. First of all, sort ...

WASHINGTON, Oct 10 (Reuters) - U.S. consumer sentiment was steady in October, with households appearing to shrug off a partial shutdown of the government, though worries about the labor market and ...

Consumer sentiment declined this month, the University of Michigan's consumer survey found. The monthly survey's sentiment index fell to 55.1 in September, down from 58.2 in August. An early September ...

Pull requests help you collaborate on code with other people. As pull requests are created, they’ll appear here in a searchable and filterable list. To get started, you should create a pull request.

LangGraph is a powerful framework by LangChain designed for creating stateful, multi-actor applications with LLMs. It provides the structure and tools needed to build sophisticated AI agents through a ...

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.