BlameGame
Collection
Collection of models, data, and outputs for analysing changes in the attribution of blame in 19thc British news around mental health (part. suicide).
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in Data Studio
Article-level embeddings of historical British newspaper articles mentioning murder and suicide
This repository contains article-level embeddings of a dataset of historical English newspaper articles from the LwM and HMD14 collections (1800-1920), containing mentions of murder and suicide.
Related Model
- npedrazzini/NewsBERT
All article-level embeddings in this dataset were generated using this masked language model.
Mean-pooled CLS embeddings were extracted using the final encoder layer.
Related Dataset
- npedrazzini/19thc_ms_news
The text of the articles and the associated metadata are from the datasetsmurder.csvandsuicide.csvthere.
Files
1. murder_suicide_similarity_results.csv
A concatenation of murder.csv and suicide.csv, augmented with the column most_similar.
For each article, most_similar contains the row indices of the 100 most similar other articles computed via mean-pooled embeddings from a domain-adapted BERT model (NewsBERT).
2. article_level_embeddings/murder_suicide_embeddings.pt
Containing the article-level embeddings of each articles in murder_suicide_similarity_results.csv.
It's a PyTorch tensor of shape:
[num_articles, embedding_dim]
3. article_level_embeddings/murder_suicide_metadata.json
A list of dictionaries of the form:
{
"id": "article_identifier",
"index": 0
}
Mapping each article in murder_suicide_similarity_results.csv to its embedding.
- Downloads last month
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Size of downloaded dataset files:
2.9 MB
Size of the auto-converted Parquet files:
981 kB
Number of rows:
52,609