EvidentialTextClass

tags: classification, forensics, legal

Note: This is an AI-generated dataset so its content may be inaccurate or false

Dataset Description:

The 'EvidentialTextClass' dataset is a curated collection of text excerpts from various sources, including legal documents, case reports, and online articles, which have been annotated by legal experts to indicate whether the text contains evidence related to a legal case. The labels used in the dataset include 'Evidence' for texts that are directly related to legal evidence, and 'Not Evidence' for texts that do not pertain to legal evidence. This dataset is useful for developing machine learning models aimed at text classification tasks within the legal domain, helping in automating the process of identifying potentially relevant documents in legal proceedings.

CSV Content Preview:

TextID,Text,Label
1,"The defendant's fingerprints were found on the murder weapon, indicating his involvement in the crime.","Evidence"
2,"The suspect was seen at a different location during the time of the crime.","Not Evidence"
3,"The weather on the day of the incident was unusually rainy.","Not Evidence"
4,"According to the eyewitness, the accused had a heated argument with the victim prior to the incident.","Evidence"
5,"The accused was previously convicted for similar crimes in another state.","Not Evidence"

Source of the data:

The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'Evidence or not text classification ':

• Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=Evidence+or+not+text+classification+&dataset=EvidentialTextClass&tags=classification,+forensics,+legal
• Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
• More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub