Datasets:
_id stringlengths 11 117 | title stringlengths 1 107 | text stringlengths 1 4.23k | openai sequence | splade sequence |
|---|---|---|---|---|
<dbpedia:Parlour_music> | Parlour music | Parlour music is a type of popular music which, as the name suggests, is intended to be performed in the parlours of middle-class homes by amateur singers and pianists. Disseminated as sheet music, its heyday came in the 19th century, as a result of a steady increase in the number of households with enough surplus cash... | [
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<dbpedia:Third-party_administrator> | Third-party administrator | "A third-party administrator (TPA) is an organization that processes insurance claims or certain as(...TRUNCATED) | [-0.004274419974535704,-0.0036765991244465113,0.006144271232187748,-0.04609864205121994,-0.020525187(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Indigenous_land_rights> | Indigenous land rights | "Indigenous land rights are the rights of indigenous peoples to land, either individually or collect(...TRUNCATED) | [0.0038422204088419676,-0.01494694035500288,0.0019690580666065216,-0.020202023908495903,-0.031453784(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Agagite> | Agagite | "The term Agagite is used in the Book of Esther as a description of Haman. The term is understood t(...TRUNCATED) | [-0.04819566756486893,-0.012720838189125061,-0.010515892878174782,0.003927151206880808,0.00298124272(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Vanoise_National_Park> | Vanoise National Park | "Vanoise National Park (French: Parc national de la Vanoise), is a French national park between the (...TRUNCATED) | [0.0008987307664938271,-0.003692434635013342,0.016472939401865005,-0.003211377887055278,-0.010875780(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Sushruta_Samhita> | Sushruta Samhita | "The Suśrutasamhitā is an important Sanskrit text on medicine, considered to be one of the earlies(...TRUNCATED) | [0.014213663525879383,0.008816893212497234,0.022406352683901787,-0.011274700053036213,-0.00117119681(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Gumla_block> | Gumla block | "Gumla block, one of the eleven administrative blocks of Gumla district, Jharkhand state, India, has(...TRUNCATED) | [-0.002776216948404908,0.011046895757317543,0.011426934972405434,-0.014196710661053658,-0.0210502948(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Leverett_Saltonstall> | Leverett Saltonstall | "Leverett A. Saltonstall (September 1, 1892 – June 17, 1979) was an American Republican politician(...TRUNCATED) | [-0.03448903560638428,-0.009791819378733635,0.001215043244883418,-0.015243270434439182,-0.0145675241(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Trevignano> | Trevignano | Trevignano is a town and comune in the province of Treviso, Veneto, Italy. | [-0.006403971929103136,-0.027874603867530823,0.016645193099975586,-0.012910612858831882,0.0123651847(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
<dbpedia:Aleksandrovsky_Sad_(Moscow_Metro)> | Aleksandrovsky Sad (Moscow Metro) | "Aleksandrovsky Sad (Russian: Алекса́ндровский сад, IPA: [ɐlʲɪˈksandrəfskʲ(...TRUNCATED) | [0.00010738173295976594,-0.00447840103879571,-0.020484106615185738,-0.008397418074309826,-0.01457061(...TRUNCATED) | [0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0(...TRUNCATED) |
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DBPedia SPLADE + OpenAI: 100,000 SPLADE Sparse Vectors + OpenAI Embedding
This dataset has both OpenAI and SPLADE vectors for 100,000 DBPedia entries. This adds SPLADE Vectors to KShivendu/dbpedia-entities-openai-1M/
Model id used to make these vectors:
model_id = "naver/efficient-splade-VI-BT-large-doc"
For processing the query, use this:
model_id = "naver/efficient-splade-VI-BT-large-query"
If you'd like to extract the indices and weights/values from the vectors, you can do so using the following snippet:
import numpy as np
vec = np.array(ds[0]['vec']) # where ds is the dataset
def get_indices_values(vec):
sparse_indices = vec.nonzero()
sparse_values = vec[sparse_indices]
return sparse_indices, sparse_values
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