Text Classification Datasets
Collection
A curated collection of common datasets for text classification
•
12 items
•
Updated
Datasets:
abstract_id
stringlengths 8
8
| labels
class label 5
classes | text
stringlengths 1
1.39k
| sentence_id
int64 0
30
| uid
int64 0
177k
| embedding_all-mpnet-base-v2
sequence | embedding_multi-qa-mpnet-base-dot-v1
sequence | embedding_all-MiniLM-L12-v2
sequence |
|---|---|---|---|---|---|---|---|
24293578 | 3objective
| To investigate the efficacy of @ weeks of daily low-dose oral prednisolone in improving pain , mobility , and systemic low-grade inflammation in the short term and whether the effect would be sustained at @ weeks in older adults with moderate to severe knee osteoarthritis ( OA ) . | 0 | 0 | [
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24293578 | 2methods
| A total of @ patients with primary knee OA were randomized @:@ ; @ received @ mg/day of prednisolone and @ received placebo for @ weeks . | 1 | 1 | [
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] |
24293578 | 2methods
| Outcome measures included pain reduction and improvement in function scores and systemic inflammation markers . | 2 | 2 | [
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24293578 | 2methods
| Pain was assessed using the visual analog pain scale ( @-@ mm ) . | 3 | 3 | [
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] |
24293578 | 2methods
| "Secondary outcome measures included the Western Ontario and McMaster Universities Osteoarthritis In(...TRUNCATED) | 4 | 4 | [-0.03832567483186722,0.03196468576788902,-0.020877469331026077,-0.017979251220822334,0.009277075529(...TRUNCATED) | [-0.5810097455978394,-0.5680851340293884,-0.14828971028327942,-0.024603692814707756,0.03010697104036(...TRUNCATED) | [0.04129327833652496,0.005337629932910204,-0.03557348996400833,0.007543887943029404,0.01960315555334(...TRUNCATED) |
24293578 | 2methods
| "Serum levels of interleukin @ ( IL-@ ) , IL-@ , tumor necrosis factor ( TNF ) - , and high-sensitiv(...TRUNCATED) | 5 | 5 | [-0.010115643963217735,-0.00015009351773187518,0.01328695472329855,-0.038826875388622284,0.054337229(...TRUNCATED) | [0.1254711002111435,-0.7101357579231262,-0.17289379239082336,0.22230172157287598,0.15754002332687378(...TRUNCATED) | [0.0010134265758097172,0.01452151220291853,0.027141626924276352,0.012321196496486664,0.0643351748585(...TRUNCATED) |
24293578 | 4results
| "There was a clinically relevant reduction in the intervention group compared to the placebo group f(...TRUNCATED) | 6 | 6 | [-0.007532091345638037,0.02382788620889187,-0.01166918221861124,0.006996283773332834,-0.006099457852(...TRUNCATED) | [-0.1573466956615448,-0.28799745440483093,-0.24957473576068878,-0.10686470568180084,0.07265066355466(...TRUNCATED) | [0.017860407009720802,0.00523378187790513,-0.010324771516025066,0.1237805113196373,-0.01057184394448(...TRUNCATED) |
24293578 | 4results
| "The mean difference between treatment arms ( @ % CI ) was @ ( @-@ @ ) , p < @ ; @ ( @-@ @ ) , p < @(...TRUNCATED) | 7 | 7 | [-0.012112824246287346,-0.08846399933099747,-0.02574275992810726,-0.04628388583660126,-0.01633552275(...TRUNCATED) | [-0.09243889153003693,-0.5502821803092957,-0.21742147207260132,-0.19472824037075043,-0.0260303989052(...TRUNCATED) | [-0.010394305922091007,0.08672614395618439,-0.008879264816641808,0.03724353387951851,-0.036275774240(...TRUNCATED) |
24293578 | 4results
| "Further , there was a clinically relevant reduction in the serum levels of IL-@ , IL-@ , TNF - , an(...TRUNCATED) | 8 | 8 | [0.004212321247905493,0.021767880767583847,-0.0003486110072117299,-0.022452462464571,0.0148170730099(...TRUNCATED) | [0.04112402722239494,-0.16902711987495422,-0.14873851835727692,-0.07782921940088272,0.03782591968774(...TRUNCATED) | [0.023944567888975143,0.01563877798616886,0.06682546436786652,0.027856046333909035,0.000093861686764(...TRUNCATED) |
24293578 | 4results
| These differences remained significant at @ weeks . | 9 | 9 | [-0.01923716813325882,0.009852500632405281,-0.053548283874988556,0.03176593407988548,-0.024233255535(...TRUNCATED) | [-0.5107710957527161,-0.1802956759929657,-0.3797275722026825,-0.17764677107334137,0.0802099779248237(...TRUNCATED) | [-0.006430650595575571,0.08763454109430313,-0.015377541072666645,0.05609428882598877,0.0238148104399(...TRUNCATED) |
End of preview. Expand
in Dataset Viewer.
This is the same dataset as armanc/pubmed-rct20k.
The only differences are
Addition of a unique identifier,
uidAddition of the indices, that is 3 columns with the embeddings of 3 different sentence-transformers
all-mpnet-base-v2multi-qa-mpnet-base-dot-v1all-MiniLM-L12-v2
Renaming of the
labelcolumn tolabelsfor easier compatibility with the transformers library
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