# Using NLP on news headlines to predict index trends

arXiv: https://arxiv.org/abs/1806.09533 · HTML: https://mlsanity.com/paper/1806.09533/

## Key facts

- Cited by 2 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 22 Jun 2018.

## Built on by (most cited first, 2 of 2)

- [Characterizing Financial Market Coverage using Artificial Intelligence](https://mlsanity.com/paper/2302.03694/) (2023)
- [Deep Multiple Instance Learning For Forecasting Stock Trends Using Financial News](https://mlsanity.com/paper/2206.14452/) (2022)

## Abstract (arXiv)

This paper attempts to provide a state of the art in trend prediction using news headlines. We present the research done on predicting DJIA trends using Natural Language Processing. We will explain the different algorithms we have used as well as the various embedding techniques attempted. We rely on statistical and deep learning models in order to extract information from the corpuses.