Datasets:
text large_stringlengths 1.86k 304k | corpus_id stringlengths 6 9 | url stringlengths 47 50 | created stringdate 0001-01-01 00:00:00 2024-10-01 00:00:00 | year int64 1.97k 2.12k | Qwen3_token_count int64 369 65.6k | input_ids listlengths 369 65.6k | title stringlengths 1 300 | s2_fields listlengths 1 4 | ext_fields listlengths 0 3 | license stringclasses 5
values | oa_url stringlengths 27 432 ⌀ | added stringlengths 24 24 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
European Policies for Social Inclusion of Roma: Catch 22?
The article analyzes contemporary political discourses with regard to social inclusion of Roma on the basis of comparison with achievements and failures in the previous historical period of the communist rule in Eastern Europe. It argues that since the vast maj... | 55917577 | https://api.semanticscholar.org/CorpusID:55917577 | 2015-09-29T00:00:00.000 | 2,015 | 11,470 | [
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13656... | European Policies for Social Inclusion of Roma: Catch 22? | [
"History"
] | [
"Sociology"
] | CCBY | https://www.cogitatiopress.com/socialinclusion/article/download/241/241 | 2018-12-07T10:44:52.398Z |
"Between Sinology and Japanology: Léon de Rosny and Oriental Studies in France\n\n: This contributi(...TRUNCATED) | 237457354 | https://api.semanticscholar.org/CorpusID:237457354 | 2021-06-01T00:00:00.000 | 2,021 | 17,935 | [25477,17632,2449,323,6323,2449,25,444,963,263,409,16465,3834,323,70951,18720,304,9625,271,25,1096,1(...TRUNCATED) | Between Sinology and Japanology: Léon de Rosny and Oriental Studies in France | [
"Art"
] | [] | CCBY | https://www.degruyter.com/document/doi/10.1515/jciea-2021-2008/pdf | 2021-09-10T13:21:11.974Z |
"The Creation of the Devil and the End of the White Man’s Rule: The Theological Influence of the N(...TRUNCATED) | 225733342 | https://api.semanticscholar.org/CorpusID:225733342 | 2020-06-22T00:00:00.000 | 2,020 | 11,366 | [785,34286,315,279,39201,323,279,3972,315,279,5807,2363,748,18100,25,576,576,5729,74940,315,279,1722(...TRUNCATED) | "The Creation of the Devil and the End of the White Man’s Rule: The Theological Influence of the N(...TRUNCATED) | [
"History",
"Political Science"
] | [
"History"
] | CCBY | https://www.mdpi.com/2077-1444/11/6/305/pdf | 2020-06-25T09:08:56.634Z |
"Covid-19, Public Violence, Fake News and Vaccines: A Theological Ethical Reflection\n\nThis paper a(...TRUNCATED) | 253603688 | https://api.semanticscholar.org/CorpusID:253603688 | 2022-11-16T00:00:00.000 | 2,022 | 14,042 | [34,25582,12,16,24,11,3066,46632,11,36965,5398,323,58688,1543,25,362,576,5729,14356,938,42876,271,19(...TRUNCATED) | Covid-19, Public Violence, Fake News and Vaccines: A Theological Ethical Reflection | [
"Philosophy",
"Political Science"
] | [] | CCBYSA | https://unisapressjournals.co.za/index.php/SHE/article/download/10663/5901 | 2022-11-18T16:18:57.567Z |
"Subjective Well-Being within Organizations : A Sociological Explanation\n\nIs subjective well-being(...TRUNCATED) | 149066891 | https://api.semanticscholar.org/CorpusID:149066891 | 2018-03-05T00:00:00.000 | 2,018 | 3,306 | [13019,533,8325,12,33142,2878,66692,549,362,41409,5729,71287,271,3872,43022,1632,32751,2878,11104,26(...TRUNCATED) | Subjective Well-Being within Organizations : A Sociological Explanation | [
"Philosophy"
] | [
"Sociology"
] | CCBY | http://www.scirp.org/journal/PaperDownload.aspx?paperID=83255 | 2019-05-11T13:07:24.962Z |
"Politics of faith : Transforming religious communities and spiritual subjectivities in post-aparthe(...TRUNCATED) | 56111917 | https://api.semanticscholar.org/CorpusID:56111917 | 2016-11-23T00:00:00.000 | 2,016 | 7,617 | [95936,315,9881,549,15226,287,10381,10744,323,17849,3832,42379,304,1736,45156,277,68355,4882,10174,2(...TRUNCATED) | "Politics of faith : Transforming religious communities and spiritual subjectivities in post-aparthe(...TRUNCATED) | [
"Philosophy"
] | [
"Sociology"
] | CCBY | https://hts.org.za/index.php/hts/article/download/3489/8820 | 2018-12-14T22:57:30.872Z |
"EcoArt Through Various Approaches\n\nThis research was done as an effort to observe, write, and pub(...TRUNCATED) | 224982227 | https://api.semanticscholar.org/CorpusID:224982227 | 2020-04-30T00:00:00.000 | 2,020 | 5,403 | [36,1015,9286,16904,39641,18642,14242,271,1986,3412,572,2814,438,458,5041,311,22986,11,3270,11,323,5(...TRUNCATED) | EcoArt Through Various Approaches | [
"Art"
] | [
"Sociology"
] | CCBY | http://journal.isi.ac.id/index.php/JOUSA/article/download/4084/1848 | 2020-10-04T01:44:16.593Z |
"REHABILITATION OF VESZPRÉM CITY IN THE XXI. CENTURY\n\nMy paper presents the rehabilitation ambiti(...TRUNCATED) | 247070605 | https://api.semanticscholar.org/CorpusID:247070605 | 2010-03-31T00:00:00.000 | 2,010 | 1,857 | [787,39,1867,1715,952,3495,3008,647,1570,57,6480,26789,44,46552,1964,3168,29288,40,13,61963,75629,27(...TRUNCATED) | REHABILITATION OF VESZPRÉM CITY IN THE XXI. CENTURY | [
"History"
] | [] | CCBY | http://deturope.eu/doi/10.32725/det.2010.003.pdf | 2022-02-24T16:25:52.050Z |
"Universe of Discourse and Existence\n\nThere is a fairly widespread belief that the problem of exis(...TRUNCATED) | 125730882 | https://api.semanticscholar.org/CorpusID:125730882 | 2018-11-21T00:00:00.000 | 2,018 | 14,742 | [1806,8034,315,11735,5253,323,61809,763,271,3862,374,264,14138,23782,16396,429,279,3491,315,13885,37(...TRUNCATED) | Universe of Discourse and Existence | [
"Philosophy"
] | [
"Philosophy"
] | CCBY | https://www.mdpi.com/2227-7390/6/11/272/pdf?version=1542942050 | 2019-04-22T13:13:00.879Z |
"WITTGENSTEIN, FORMALISM, AND SYMBOLIC MATHEMATICS*\n\nIn a recent essay, Sören Stenlund tries to a(...TRUNCATED) | 219443780 | https://api.semanticscholar.org/CorpusID:219443780 | 2020-04-01T00:00:00.000 | 2,020 | 11,537 | [54,43106,11085,58684,687,11,434,17012,46805,11,3567,74538,1317,24795,1799,56889,19100,21518,641,264(...TRUNCATED) | WITTGENSTEIN, FORMALISM, AND SYMBOLIC MATHEMATICS* | [
"Philosophy"
] | [
"Philosophy"
] | CCBY | https://www.scielo.br/j/kr/a/j7qSh5sYqVhHC8whTXRGrCj/?format=pdf&lang=en | 2020-05-21T09:12:01.289Z |
End of preview. Expand in Data Studio
peS2o-humanities
Full-text humanities papers from common-pile/peS2o, the openly licensed subset of allenai/peS2o (Semantic Scholar papers whose PDFs were converted to text with Grobid), selected by their field-of-study labels and tokenized with the Qwen3 tokenizer.
54,363 papers, 463M Qwen3 tokens (median 7,946 per paper).
Selection rule
Every paper in all 102 shards of common-pile/peS2o was checked against its two label sets: Semantic Scholar's
s2fieldsofstudy and the externally sourced extfieldsofstudy. A paper is kept when
- its
s2fieldsofstudyinclude at least one of Art, History, Law, Philosophy; - its
s2fieldsofstudycontain nothing outside Art, History, Law, Philosophy, Political Science; and - its
extfieldsofstudycontain none of Agricultural and Food Sciences, Biology, Chemistry, Computer Science, Engineering, Environmental Science, Geology, Materials Science, Mathematics, Medicine, Physics, Psychology.
There is no length, cleaning, or quality filter: text is exactly as in the source, including PDF-extraction
artifacts. In a hand review of 100 papers carrying these labels, about 95% of those passing the rule were judged
to belong in History, Law, Philosophy, or Art.
Columns
| Column | Description |
|---|---|
text |
Full paper text from common-pile/peS2o (title, abstract, body; paragraphs separated by blank lines) |
corpus_id |
Semantic Scholar CorpusID (the source's id) |
url |
https://api.semanticscholar.org/CorpusID:<corpus_id> |
created |
Best-guess publication date (source created) |
year |
Publication year (source metadata.year) |
Qwen3_token_count |
Number of Qwen3 tokens in text |
input_ids |
Qwen3 token ids of the full text, without special tokens |
title |
First line of text, truncated to 300 characters |
s2_fields |
Semantic Scholar fields of study (source metadata.s2fieldsofstudy) |
ext_fields |
External fields of study (source metadata.extfieldsofstudy) |
license |
Open-access licence of the paper (source metadata.oa_license) |
oa_url |
Open-access location of the source PDF (source metadata.oa_url) |
added |
Date the paper was added to Semantic Scholar (source added) |
Field labels are copied as-is except that And is lowercased (Agricultural And Food Sciences becomes
Agricultural and Food Sciences). Token ids come from Qwen/Qwen3-4B-Instruct-2507.
Row order
Rows are shuffled with a fixed seed: sorted by integer CorpusID, then permuted with
numpy.random.default_rng(0).permutation. Any prefix of the dataset is therefore a uniform random sample.
S2 field counts
A paper can carry more than one label.
| Field | Papers |
|---|---|
| History | 17,838 |
| Art | 14,001 |
| Law | 13,713 |
| Philosophy | 13,078 |
| Political Science | 6,612 |
Licence
Each paper keeps its own open licence, given in the license column. peS2o itself is released under ODC-By.
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