Datasets:

FuzzyLabs
/

billsum

id stringlengths 16 16	messages listlengths 3 3
3903bbcacacfa129	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
ff89866a6d3749d1	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
86a4f973c4ab84d3	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
a011616238b5d9dd	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
a2b177f45aa62b3e	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
a849f4c9dca895a6	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
0f4f2f7ddc4861b1	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
3fd0af74ff7407c6	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
9b287c7b60b01c15	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
6a3af626ff5839c1	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
84422d145a032d40	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
2dc606be9c2a6a56	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
24cad9c1c7347e02	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...
31f5e611406ed644	[ { "role": "system", "content": "You are a legislative analyst who writes official summaries of bills, in the neutral, descriptive register of a Congressional Research Service summary or a Legislative Counsel's Digest entry." }, { "role": "user", "content": "Summarise the bill below in the style ...

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Processed BillSum Conversations

This dataset converts FiscalNote/billsum into conversational supervised-finetuning records for legislative summarisation.

Processing

Combined source splits: train, test, ca_test
Document length: 1,000 to 24,000 characters
Minimum summary length: 100 characters
Minimum document-to-summary ratio: 2
Deduplicated by document hash and split deterministically with seed 42
Original source splits are recombined and redistributed

Splits

train: 22,202 records
test: 600 records
validation: 500 records

Schema

Each record contains a stable id and messages with system, user, and assistant turns. The assistant turn contains the reference BillSum summary.

Citation

@inproceedings{kornilova-eidelman-2019-billsum,
  title = {BillSum: A Corpus for Automatic Summarization of US Legislation},
  author = {Kornilova, Anastassia and Eidelman, Vladimir},
  booktitle = {Proceedings of the 2nd Workshop on New Frontiers in Summarization},
  year = {2019},
  doi = {10.18653/v1/D19-5406}
}

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