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Couldn't get the size of external files in `_split_generators` because a request failed: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Read timed out. (read timeout=10.0) Please consider moving your data files in this dataset repository instead (e.g. inside a data/ folder).
Error code:   ExternalFilesSizeRequestTimeoutError
Exception:    ReadTimeout
Message:      HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Read timed out. (read timeout=10.0)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 466, in _make_request
                  six.raise_from(e, None)
                File "<string>", line 3, in raise_from
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 461, in _make_request
                  httplib_response = conn.getresponse()
                File "/usr/local/lib/python3.9/http/client.py", line 1377, in getresponse
                  response.begin()
                File "/usr/local/lib/python3.9/http/client.py", line 320, in begin
                  version, status, reason = self._read_status()
                File "/usr/local/lib/python3.9/http/client.py", line 281, in _read_status
                  line = str(self.fp.readline(_MAXLINE + 1), "iso-8859-1")
                File "/usr/local/lib/python3.9/socket.py", line 704, in readinto
                  return self._sock.recv_into(b)
                File "/usr/local/lib/python3.9/ssl.py", line 1242, in recv_into
                  return self.read(nbytes, buffer)
                File "/usr/local/lib/python3.9/ssl.py", line 1100, in read
                  return self._sslobj.read(len, buffer)
              socket.timeout: The read operation timed out
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/adapters.py", line 486, in send
                  resp = conn.urlopen(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 798, in urlopen
                  retries = retries.increment(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/util/retry.py", line 550, in increment
                  raise six.reraise(type(error), error, _stacktrace)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/packages/six.py", line 770, in reraise
                  raise value
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 714, in urlopen
                  httplib_response = self._make_request(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 468, in _make_request
                  self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/urllib3/connectionpool.py", line 357, in _raise_timeout
                  raise ReadTimeoutError(
              urllib3.exceptions.ReadTimeoutError: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Read timed out. (read timeout=10.0)
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 488, in _is_too_big_from_external_data_files
                  for i, size in enumerate(pool.imap_unordered(get_size, ext_data_files)):
                File "/usr/local/lib/python3.9/multiprocessing/pool.py", line 870, in next
                  raise value
                File "/usr/local/lib/python3.9/multiprocessing/pool.py", line 125, in worker
                  result = (True, func(*args, **kwds))
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 386, in _request_size
                  response = http_head(url, headers=headers, max_retries=3)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 429, in http_head
                  response = _request_with_retry(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/utils/file_utils.py", line 328, in _request_with_retry
                  response = requests.request(method=method.upper(), url=url, timeout=timeout, **params)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/api.py", line 59, in request
                  return session.request(method=method, url=url, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/sessions.py", line 589, in request
                  resp = self.send(prep, **send_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/sessions.py", line 725, in send
                  history = [resp for resp in gen]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/sessions.py", line 725, in <listcomp>
                  history = [resp for resp in gen]
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/sessions.py", line 266, in resolve_redirects
                  resp = self.send(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/sessions.py", line 703, in send
                  r = adapter.send(request, **kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/requests/adapters.py", line 532, in send
                  raise ReadTimeout(e, request=request)
              requests.exceptions.ReadTimeout: HTTPSConnectionPool(host='raw.githubusercontent.com', port=443): Read timed out. (read timeout=10.0)

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index
string
relation_id
string
obj_uri
string
obj_label
string
sub_label
string
[45192]
P136
null
['contemporary R&B']
A Family Business
[120742]
P136
null
['progressive rock']
Self Preserved While the Bodies Float Up
[3980]
P136
null
['platform game']
Super Mario Bros.
[27971]
P136
null
['documentary film']
Emery Tales
[29148]
P136
null
['alternative rock']
Only Revolutions
[48701]
P136
null
['country music']
I Just Came Back from a War
[80112]
P136
null
['punk rock']
Yotam Ben Horin
[89774, 89775]
P136
null
['drama', 'silent film']
We're All Gamblers
[69519]
P136
null
['hip hop music']
The Notorious K.I.M.
[31858]
P136
null
['simulation video game']
Grand Prix Story
[15213]
P136
null
['telenovela']
El rincón de los prodigios
[15392]
P136
null
['country music']
Every Light in the House
[8547, 8548]
P136
null
['novel', 'novella']
D. H. Lawrence
[116631]
P136
null
['alternative metal']
Life, Scars, Apologies
[72885]
P136
null
['alternative rock']
What Can Be Done at This Point
[22864]
P136
null
['silent film']
Hearts of the World
[38703]
P136
null
['indie pop']
Big Scary
[10902]
P136
null
['drama']
Peace Never Comes
[49871]
P136
null
['country music']
Samuelsons
[26710]
P136
null
['country music']
The Buffalo Club
[86683]
P136
null
['autobiography']
La Boîte à merveilles
[29458]
P136
null
['silent film']
The Lady from Longacre
[63249]
P136
null
['romantic comedy']
A Smile Like Yours
[87186]
P136
null
['drama']
Borrowed Clothes
[84807]
P136
null
['jazz']
Stian Carstensen
[116828]
P136
null
['comedy film']
The Mysterious Beauty
[9646]
P136
null
['punk rock']
Self Entitled
[37635]
P136
null
['country music']
Runnin' with the Wind
[67821]
P136
null
['action film']
Rama Rama Krishna Krishna
[66945]
P136
null
['platform game']
Super Adventure Island
[120597]
P136
null
['documentary film']
Jessie's Dad
[4725]
P136
null
['bluegrass music']
The Boxcars
[74183]
P136
null
['sludge metal']
...At a Loss
[50079]
P136
null
['action film']
Thambi Thanga Kambi
[73684]
P136
null
['science fiction comedy']
Frequently Asked Questions About Time Travel
[119525]
P136
null
['pop music']
Dance Passion – The Remix Album
[4570]
P136
null
['drama']
Arrows of the Thunder Dragon
[35886]
P136
null
['drama']
The Heart Within
[98820]
P136
null
['documentary film']
Only When I Dance
[18979, 75486]
P136
null
['indie pop', 'indie folk']
Of Monsters and Men
[38487]
P136
null
['modernism']
Tarr
[59573]
P136
null
['jazz']
Jumping the Creek
[90589]
P136
null
['science fiction']
Spacehounds of IPC
[28677]
P136
null
['musical film']
The Queen's Affair
[4255]
P136
null
['country music']
Ashley Gorley
[23138]
P136
null
['documentary film']
Deuda
[48451]
P136
null
['drama']
Pains of Autumn
[58096]
P136
null
['electronic music']
Nodens Ictus
[111688]
P136
null
['documentary film']
Living Stars
[40969]
P136
null
['downtempo']
Jimmy Van M
[81718]
P136
null
['power metal']
At Vance
[779]
P136
null
['landscape art']
Jacques-Laurent Agasse
[46276]
P136
null
['folk music']
Tipplers Tales
[28197]
P136
null
['alternative country']
Yesterday's News
[66674]
P136
null
['rhythm and blues']
Alfreda Gerald
[27214]
P136
null
['drama']
Magnificent Doll
[54132]
P136
null
['doo-wop']
There's a Moon Out Tonight
[28297, 29620]
P136
null
['reality television', 'talent show']
Got Talent
[51263]
P136
null
['mystery film']
23 Paces to Baker Street
[87537]
P136
null
['country music']
Let the Heartache Ride
[27532]
P136
null
['opera']
Francisco António de Almeida
[5320]
P136
null
['opéra comique']
La rencontre imprévue
[119817]
P136
null
['comedy-drama']
Welcome to Me
[118785]
P136
null
['punk rock']
Born in the Basement
[48048]
P136
null
['country music']
Foggy River Boys
[102221, 102222]
P136
null
['biographical film', 'drama']
Tar
[11863, 11864]
P136
null
['silent film', 'drama']
The Moral Sinner
[100046, 100047]
P136
null
['pop music', 'schlager music']
Vamos a Marte
[118704]
P136
null
['indie pop']
Die Sterne
[114829]
P136
null
['country music']
Timothy B. Schmit
[27598]
P136
null
['gospel music']
Angélla Christie
[46152]
P136
null
['third-person shooter']
Brothers in Arms DS
[81944]
P136
null
['funk']
Ziggy Modeliste
[91272]
P136
null
['country music']
Lord Have Mercy on the Working Man
[30798]
P136
null
['folk music']
Aasmund Nordstoga
[70468]
P136
null
['romance film']
Poslíček lásky
[73853]
P136
null
['platform game']
Vinyl Goddess from Mars
[97983]
P136
null
['jazz']
Denardo Coleman
[3303]
P136
null
['punk rock']
Hot Water Music
[86540]
P136
null
['soca music']
The Xtatik Parade
[62362, 62363]
P136
null
['silent film', 'drama']
Jail Birds
[75041]
P136
null
['sensation fiction']
Lady Audley's Secret
[17830]
P136
null
['stand-up comedy']
I Still Have a Pony
[15326]
P136
null
['jazz']
Santo Pecora
[37640]
P136
null
['punk rock']
Incest Brothers
[72147]
P136
null
['country music']
Do You Wanna Go to Heaven
[93727, 93728]
P136
null
['rockabilly', 'country music']
Joe Poovey
[43733]
P136
null
['country music']
Tyler Rich
[108608]
P136
null
['tokusatsu']
Battle Fever J
[49320]
P136
null
['alternative country']
The Last Town Chorus
[41341]
P136
null
['progressive rock']
Perilous
[30832]
P136
null
['spy film']
Goldfinger
[89183]
P136
null
['alternative rock']
The Consonant C
[76805, 86024]
P136
null
['soul music', 'rhythm and blues']
Jill Scott
[67373]
P136
null
['rock music']
The Obvious Identity
[51052]
P136
null
['cantopop']
Singing in the Twins Wonderland
[113913]
P136
null
['autobiographical novel']
Memoirs of a Fox-Hunting Man
[72285]
P136
null
['big band']
Blue Light, Red Light
[79466]
P136
null
['silent film']
America Goes Over
[1025]
P136
null
['mockumentary']
This Is Spinal Tap
End of preview.
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

Dataset Card for KAMEL: Knowledge Analysis with Multitoken Entities in Language Models

Dataset Summary

This dataset provides the data for KAMEL, a probing dataset for language models that contains factual knowledge from Wikidata and Wikipedia.

See the paper for more details. For more information, also see: https://github.com/JanKalo/KAMEL

Languages

en

Dataset Structure

Data Instances

Data Fields

KAMEL has the following fields:

  • index: the id
  • sub_label: a label for the subject
  • obj_uri: Wikidata uri for the object
  • obj_labels: multiple labels for the object
  • chosen_label: the preferred label
  • rel_uri: Wikidata uri for the relation
  • rel_label: a label for the relation

Data Splits

The dataset is split into a training, validation, and test dataset. It contains 234 Wikidata relations. For each relation there exist 200 training, 100 validation, and 100 test instances.

Dataset Creation

Curation Rationale

This dataset was gathered and created to explore what knowledge graph facts are memorized by large language models.

Source Data

Initial Data Collection and Normalization

See the reaserch paper and website for more detail. The dataset was created from Wikidata and Wikipedia.

Annotations

Annotation process

There is no human annotation, but only automatic linking from Wikidata facts to Wikipedia articles. The details about the process can be found in the paper.

Who are the annotators?

Machine Annotations

Personal and Sensitive Information

Unkown, but likely information about famous people mentioned in the English Wikipedia.

Considerations for Using the Data

Social Impact of Dataset

The goal for the work is to probe the understanding of language models.

Discussion of Biases

Since the data is created from Wikipedia and Wikidata, the existing biases from these two data sources may also be reflected in KAMEL.

Additional Information

Dataset Curators

The authors of KAMEL at Vrije Universiteit Amsterdam and Technische Universität Braunschweig.

Licensing Information

The Creative Commons Attribution-Noncommercial 4.0 International License. see https://github.com/facebookresearch/LAMA/blob/master/LICENSE

Citation Information

@inproceedings{kalo2022kamel, title={KAMEL: Knowledge Analysis with Multitoken Entities in Language Models}, author={Kalo, Jan-Christoph and Fichtel, Leandra}, booktitle={Automated Knowledge Base Construction}, year={2022} }

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