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Datasets:
UCSC-IRKM
/
RAGuard

Tasks:
Question Answering
Languages:
English
Size:
10K<n<100K
ArXiv:
License:
Dataset card Data Studio Files Community
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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 5 new columns ({'Full Text', 'Title', 'Document Label', 'Document ID', 'Link'}) and 4 missing columns ({'Document Labels', 'Claim', 'Verdict', 'Document IDs'}).

This happened while the csv dataset builder was generating data using

hf://datasets/UCSC-IRKM/RAGuard/documents.csv (at revision 3e036eb4a55d4c0c0ca3994694d819f55b626a51)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1870, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 622, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2292, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2240, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Document ID: int64
              Title: string
              Full Text: string
              Claim ID: int64
              Document Label: string
              Link: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 959
              to
              {'Claim ID': Value(dtype='int64', id=None), 'Claim': Value(dtype='string', id=None), 'Verdict': Value(dtype='bool', id=None), 'Document IDs': Value(dtype='string', id=None), 'Document Labels': Value(dtype='string', id=None)}
              because column names don't match
              
              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 1438, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1050, in convert_to_parquet
                  builder.download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 924, in download_and_prepare
                  self._download_and_prepare(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1000, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1741, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1872, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 5 new columns ({'Full Text', 'Title', 'Document Label', 'Document ID', 'Link'}) and 4 missing columns ({'Document Labels', 'Claim', 'Verdict', 'Document IDs'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/UCSC-IRKM/RAGuard/documents.csv (at revision 3e036eb4a55d4c0c0ca3994694d819f55b626a51)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

Claim ID
int64
Claim
string
Verdict
bool
Document IDs
string
Document Labels
string
1
" ... following World War II war crime trials were convened. The Japanese were tried and convicted and hung for war crimes committed against American POWs. Among those charges for which they were convicted was waterboarding."
true
[1, 2, 3, 4]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
2
"(After the auto bailout) General Motors is back on top as the world’s No. 1 automaker."
true
[5, 6, 7, 8, 9, 10, 11, 12, 13, 14]
['irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'misleading']
3
"(Bill) Ayers and Obama ran a radical education foundation together."
false
[15, 16, 17, 18, 19]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
4
"(GM and Chrysler) repaid their loans."
true
[20, 21, 22, 23]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
5
"(McCain) said he was opposed to overturning Roe v. Wade. Now he's for overturning Roe v. Wade."
true
[24, 25, 26, 27]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
6
"(McCain) was opposed to ethanol. Now he's for it."
true
[28, 29, 30, 31]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
7
"(My dad) used to campaign against the gas-guzzling dinosaurs."
true
[32, 33, 34, 35, 36, 37, 38, 39, 40]
['irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
8
"(Newt Gingrich) voted in favor of establishing the Department of Education, and yet he gets in a debate and says we should get rid of the Department of Education and send all the education issues back to the states."
true
[41, 42, 43, 44]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
9
"(Obama's) entire national security team, including his secretary of state, said we want to arm and train and equip (Syrian rebel forces), and he made the unilateral decision to turn them down."
true
[45, 46, 47, 48, 49]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
10
"(Romney's) record was that he raised taxes by $730-million."
true
[50, 51, 52, 53]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
11
"1.3-million people in America make their living off eBay."
false
[54, 55, 56, 57]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
12
"101 utilities cut rates, credit GOP tax cuts."
true
[58, 59, 60, 61, 62, 63, 64, 65, 66, 67]
['misleading', 'misleading', 'misleading', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'misleading', 'irrelevant', 'misleading']
13
"122 vicious prisoners, released by the Obama Administration from Gitmo, have returned to the battlefield."
false
[68, 69, 70, 71]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
14
"14 percent of noncitizens are registered to vote."
false
[72, 73, 74, 75, 76]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
15
"14,000 Americans . . . lose their health insurance every single day."
true
[77, 78, 79, 80]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
16
"160 million people like their private insurance."
true
[81, 82, 83, 84]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
17
"2008 was the deadliest year of the war (in Afghanistan) for American forces."
true
[85, 86, 87, 88]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
18
"22 veterans take their own lives each day."
true
[89, 90, 91, 92, 93, 94, 95, 96, 97]
['misleading', 'supporting', 'misleading', 'supporting', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
19
"30,000 Arizonans may have no choice" on Affordable Care Act coverage.
true
[98, 99, 100, 101, 102, 103]
['irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
20
"400 bills have my name on them either as a sponsor or a co-sponsor. You don’t get that done unless you work with folks on the other side."
true
[104, 105, 106]
['irrelevant', 'irrelevant', 'irrelevant']
21
"45 nations had already moved” to enforce travel restrictions with China “before the president moved.”
true
[107, 108, 109, 110]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
22
"45.6 million people watched (the State of the Union), the highest number in history. @FoxNews beat every other Network, for the first time ever, with 11.7 million people tuning in."
false
[111]
['supporting']
23
"58,000 non-citizens voted in Texas, with 95,000 non-citizens registered to vote."
false
[112, 113, 114, 115, 116, 117, 118, 119]
['supporting', 'irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
24
"6,400 Ohioans ... lost manufacturing jobs in the month of September."
true
[120, 121, 122, 123]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
25
"70 percent of Florida is in drought today."
true
[124, 125, 126, 127]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
26
"8 years of the Clintons, major losses for Democrats across the nation."
true
[128, 129, 130, 131, 132, 133, 134, 135, 136, 137]
['misleading', 'irrelevant', 'supporting', 'misleading', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
27
"80% of the world’s population lives in countries where religious liberty is in significant danger or even completely outlawed."
true
[138, 139, 140, 141]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
28
"95 percent of the world’s customers are … beyond our shores."
true
[142, 143, 144, 145, 146, 147, 148, 149, 150, 151]
['irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'misleading']
29
"98 percent of American families" make "under $250,000 a year."
true
[152, 153, 154, 155, 156, 157]
['misleading', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
30
"98 percent of small businesses make less than $250,000" and would not see a tax increase under Barack Obama's plan.
true
[158, 159, 160, 161]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
31
"A construction worker who’s making $50 or $60 grand a year shouldn’t be paying higher tax rates than the guy who’s making $50 million a year. And that’s how it’s working right now."
true
[162, 163, 164, 165]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
32
"A day AFTER the election, Biden receives a dump of 143,379 votes at 3:42AM (in Wisconsin), when they learned he was losing badly. This is unbelievable!"
false
[166, 167, 168, 169, 170]
['misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
33
"A few months ago when you were asked what's the biggest geopolitical threat facing America, you said Russia."
true
[171, 172, 173, 174, 175, 176, 177, 178, 179, 180]
['misleading', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'supporting', 'irrelevant', 'irrelevant']
34
"A few months ago, it hit where West Virginia is, on a per capita basis, one of the most successful (gross domestic product) states in our union."
false
[181, 182, 183, 184, 185]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
35
"A few months into office, (President Barack Obama) traveled around the globe to apologize for America."
false
[186, 187, 188, 189, 190, 191, 192, 193]
['supporting', 'supporting', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
36
"A ham and cheese sandwich on one slice of bread is the responsibility of the USDA ... But a ham and cheese sandwich on two slices of bread is the responsibility of the Food and Drug Administration."
true
[194, 195, 196, 197, 198, 199, 200]
['irrelevant', 'misleading', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
37
"A lot of people are talking about" the removal of a "very fair prosecutor" in Ukraine.
false
[201, 202, 203, 204]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
38
"A lot of people don't know that 50,000 Americans now make their living off eBay."
true
[205, 206, 207, 208, 209, 210, 211, 212]
['supporting', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
39
"A lot of the ideas in terms of the (health insurance) exchange, just being able to pool and improve the purchasing power of individuals in the insurance market, that originated from the Heritage Foundation."
true
[213, 214, 215, 216, 217]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
40
"A majority of Americans agree with" a ban on assault weapons. "And by the way, so did Ronald Reagan."
true
[218, 219, 220, 221, 222, 223, 224, 225, 226, 227]
['supporting', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant']
41
"A majority of President Trump's supporters and voters wanted (the United States) to stay in" the Paris Agreement.
false
[228, 229, 230, 231, 232, 233]
['supporting', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
42
"A million people … could get health insurance right away" if Texas expanded Medicaid under Obamacare.
true
[234, 235, 236, 237, 238, 239, 240]
['irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
43
"A poll just came out on my inauguration speech. … People loved it. Loved and liked."
true
[241, 242, 243, 244]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
44
"A salesclerk at Hobby Lobby who needs contraception … is not going to get that service through her employer’s health care plan because her employer doesn’t think she should be using contraception."
false
[245, 246, 247, 248, 249]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
45
"A shocking 20 veterans are committing suicide each and every day, especially our older veterans."
true
[250, 251, 252, 253, 254, 255, 256, 257]
['misleading', 'supporting', 'supporting', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
46
"A single immigrant can bring in unlimited numbers of distant relatives."
false
[258, 259, 260, 261, 262, 263, 264, 265, 266, 267]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'supporting', 'irrelevant']
47
"A small majority of Americans don’t think they like the Affordable Care Act, but a large majority of Americans don’t want to do away with the protections that are in the Affordable Care Act."
true
[268, 269, 270, 271]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
48
"A trade war is something very different (than curbing new trade agreements). We went down that road in the 1930s. It made the Great Depression longer and more painful."
true
[272, 273, 274, 275]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
49
"A violent felon can buy (a gun) over the Internet with no background check, no questions asked."
true
[276, 277, 278, 279, 280, 281, 282, 283, 284, 285]
['misleading', 'misleading', 'irrelevant', 'misleading', 'misleading', 'irrelevant', 'misleading', 'misleading', 'misleading', 'supporting']
50
"A year ago, in March 2007, I called for immediate action to address abuses in the subprime market, and I laid out detailed concrete proposals for how to do so."
true
[286, 287, 288, 289, 290, 291, 292, 293, 294]
['irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
51
"About 30 percent" of those released from Guantanamo "have re-entered the fight."
false
[295, 296, 297, 298]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
52
"About 40 percent of Hispanic homeowners have subprime mortgages."
true
[299, 300, 301, 302]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
53
"According to Pew Research, 99 percent of the people in Afghanistan support oppressive Sharia law."
true
[303, 304, 305, 306, 307, 308, 309]
['irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
54
"According to data provided by the Department of Justice, the vast majority of individuals convicted of terrorism and terrorism-related offenses since 9/11 came here from outside of our country."
false
[310, 311, 312, 313, 314, 315]
['irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
55
"Across the country, $174 billion of the Recovery Act have been committed in its first 130 days."
true
[316, 317, 318, 319]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
56
"African American unemployment is the lowest ever recorded in our country. The Hispanic unemployment rate dropped a full point in the last year and is close to the lowest in recorded history. Dems did nothing for you but get your vote!"
true
[320, 321, 322, 323, 324, 325, 326, 327, 328]
['irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
57
"African-American children are 500 percent more likely to die from asthma than white kids."
true
[329, 330, 331, 332]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
58
"African-Americans are more likely to be arrested by police and sentenced to longer prison terms for doing the same thing that whites do."
true
[333, 334, 335, 336, 337, 338, 339, 340, 341, 342]
['supporting', 'misleading', 'supporting', 'supporting', 'irrelevant', 'supporting', 'supporting', 'misleading', 'supporting', 'misleading']
59
"After 30 years of inaction, we raised fuel standards so that by the middle of the next decade, cars and trucks will go twice as far on a gallon of gas."
true
[343, 344, 345, 346, 347, 348, 349, 350, 351, 352]
['irrelevant', 'irrelevant', 'irrelevant', 'supporting', 'misleading', 'misleading', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant']
60
"After Roe was dismantled, extremists evoked a law from 1849 to stop abortion” in Wisconsin.
false
[353, 354, 355, 356]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
61
"After a decade of decline, this country created over half a million manufacturing jobs in the last two and a half years."
true
[357, 358, 359, 360, 361]
['misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
62
"After shedding jobs for more than 10 years, our manufacturers have added about 500,000 jobs over the past three."
true
[362, 363, 364, 365, 366, 367, 368, 369, 370, 371]
['misleading', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'misleading', 'misleading', 'misleading', 'irrelevant', 'irrelevant']
63
"After the last administration nearly killed the US auto industry, I saved the U.S. auto industry ... We brought you a lot of car plants… (and Japan) “announced five car companies are coming to Michigan.”
false
[372, 373]
['irrelevant', 'irrelevant']
64
"After years of wage stagnation, we are finally seeing rising wages."
false
[374, 375, 376, 377, 378, 379, 380, 381, 382, 383]
['supporting', 'irrelevant', 'supporting', 'supporting', 'irrelevant', 'supporting', 'supporting', 'misleading', 'supporting', 'irrelevant']
65
"Again today (Ahmadinejad) made light of 9/11, and said that he's not even sure it happened and that people actually died."
true
[384, 385, 386, 387]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
66
"All across Ohio, steel mills are reopening."
true
[388, 389, 390, 391, 392, 393, 394, 395, 396, 397]
['misleading', 'misleading', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant']
67
"All legal scholars, both sides, wanted, and in fact demanded” that Roe v. Wade be overturned.
false
[398, 399, 400, 401, 402, 403, 404, 405, 406, 407]
['irrelevant', 'supporting', 'supporting', 'irrelevant', 'supporting', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant']
68
"All of the records, as far as I know, about what we did with health care, those are already available."
false
[408, 409, 410, 411, 412, 413, 414, 415, 416, 417]
['irrelevant', 'supporting', 'supporting', 'supporting', 'misleading', 'supporting', 'irrelevant', 'supporting', 'supporting', 'supporting']
69
"All pipelines that are coming into this country from now on has to be American steel."
false
[418, 419, 420, 421, 422]
['supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
70
"Almost every country on Earth sees America as stronger and more respected today than they did eight years ago when I took office."
true
[423, 424, 425, 426]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
71
"Almost half a million people are still eligible (for DACA), particularly in the Asian-American and Pacific Islander community."
true
[427, 428, 429, 430]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
72
"Already we've identified $2 trillion in deficit reductions over the next decade."
false
[431, 432, 433, 434, 435, 436, 437]
['irrelevant', 'supporting', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
73
"Already, the Affordable Care Act is helping to slow the growth of (Medicare’s) health care costs."
true
[438, 439, 440, 441, 442, 443, 444, 445]
['irrelevant', 'misleading', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
74
"America has lost nearly one third of its manufacturing jobs since 1997, following the enactment of disastrous trade deals supported by Bill and Hillary Clinton."
true
[446, 447, 448, 449, 450, 451, 452, 453, 454]
['misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
75
"America is No. 1 in wind power."
true
[455, 456, 457, 458]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
76
"America is No. 1 one in oil and gas."
true
[459, 460, 461, 462, 463, 464, 465, 466, 467, 468]
['misleading', 'misleading', 'irrelevant', 'supporting', 'misleading', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading']
77
"America is a nation of builders. We built the Empire State Building in just one year. Isn’t it a disgrace that it can now take 10 years just to get a minor permit approved for the building of a simple road?"
true
[469, 470, 471, 472, 473, 474, 475, 476, 477, 478]
['irrelevant', 'supporting', 'supporting', 'irrelevant', 'irrelevant', 'supporting', 'misleading', 'supporting', 'irrelevant', 'irrelevant']
78
"America is one of the highest-taxed nations in the world."
false
[479, 480, 481, 482, 483, 484]
['supporting', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
79
"American homeownership rate in Q2 2016 was 62.9% - lowest rate in 51yrs."
true
[485, 486, 487, 488]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
80
"Americans haven’t had a raise in 15 years."
true
[489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508]
['misleading', 'irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'supporting', 'irrelevant', 'supporting', 'misleading', 'supporting', 'misleading', 'irrelevant', 'misleading', 'supporting', 'irrelevant', 'supporting', 'irrelevant', 'supporting', 'misleading', 'supporting']
81
"Americans spend 100-million hours a year filling out these forms (FAFSA). That is the equivalent of 55,500 full-time jobs."
true
[509, 510, 511, 512]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
82
"Americans who get their insurance through the workplace, cost savings could be as much as $3,000 less per employee than if we do nothing."
true
[513, 514, 515, 516, 517, 518]
['irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
83
"An amendment, pushed by Lyndon Johnson many years ago, threatens religious institutions with a loss of their tax-exempt status if they openly advocate their political views."
true
[519, 520, 521, 522, 523, 524, 525, 526, 527]
['supporting', 'supporting', 'supporting', 'misleading', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
84
"An analysis showed that Bernie Sanders would have won the Democratic nomination if it were not for the Super Delegates."
false
[528, 529, 530, 531, 532, 533, 534, 535, 536]
['irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
85
"And 100 percent, John, of your ads . . . 100 percent of them have been negative."
false
[537, 538, 539, 540]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
86
"And it's going to be difficult for us to do this as long as we're spending $275 million a day on a war that should have never been authorized..."
true
[541, 542, 543, 544]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
87
"Another one he should veto is the SCHIP program, which he should say 'Take the C out of, because now it's for everybody, like every other entitlement program.'"
false
[545, 546, 547, 548, 549, 550, 551, 552]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
88
"Anybody can buy any weapon, any time without much, if any, regulation. They buy it over the internet. They can buy machine guns."
false
[553, 554, 555, 556, 557, 558, 559, 560, 561]
['supporting', 'supporting', 'supporting', 'supporting', 'supporting', 'irrelevant', 'supporting', 'supporting', 'supporting']
89
"Apple has just announced it plans to invest a total of $350 billion in America, and hire another 20,000 workers."
true
[562, 563, 564, 565, 566, 567, 568]
['misleading', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
90
"Arizona schools rank 45th in the nation, dead last in funding per student."
true
[569, 570, 571, 572, 573, 574]
['misleading', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
91
"As Bernie Sanders said, Hillary Clinton ‘voted for virtually every trade agreement that has cost the workers of this country millions, millions of jobs.’ "
true
[575, 576, 577, 578, 579, 580, 581, 582, 583, 584]
['supporting', 'supporting', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'misleading', 'irrelevant']
92
"As Secretary of State, Hillary Clinton laundered money to Bill Clinton through Laureate Education, while Bill Clinton was an honorary chairman of the group."
false
[585]
['irrelevant']
93
"As a legislator, (Marco Rubio) flipped on a key vote after making a quick $200,000 from selling the house to the mother of the bill's lobbyist."
false
[586, 587]
['irrelevant', 'irrelevant']
94
"As a percentage of gross domestic product, we are reducing nondefense discretionary spending to its lowest level since the '60s, lower than it was under Reagan, lower than it was under Clinton, lower than it was under Bush, or both Bushes."
false
[588, 589, 590, 591]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
95
"As governor, in the face of partisan attacks, (Charlie Crist) had the courage to save jobs and lead his state into economic recovery."
true
[592, 593, 594, 595]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
96
"As has been noted by many observers, including Bill Clinton's former secretary of labor, my plan does more than anybody to reduce costs."
false
[596, 597, 598, 599]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
97
"As long as I have served . . . This is the first time every single solitary decision has required 60 senators."
false
[600, 601, 602, 603, 604, 605, 606, 607, 608, 609]
['supporting', 'irrelevant', 'misleading', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant']
98
"As many as a quarter of our students aren’t even finishing high school."
true
[610, 611, 612, 613]
['irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
99
"As president, Barack Obama has never visited Israel."
true
[614, 615, 616, 617, 618, 619]
['irrelevant', 'misleading', 'irrelevant', 'irrelevant', 'irrelevant', 'irrelevant']
100
"As usual, Hillary & the Dems are trying to rig the debates so 2 are up against major NFL games."
false
[620, 621, 622, 623, 624, 625, 626, 627, 628]
['irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'supporting', 'irrelevant', 'irrelevant', 'supporting']
End of preview.

Dataset Card for RAGuard

Dataset Details

RAGuard is a fact-checking dataset designed to evaluate the robustness of RAG systems against misleading retrievals. It consists of 2,648 political claims made by U.S. presidential candidates (2000–2024), each labeled as either true or false, and a knowledge base comprising 16,331 documents. Each claim is linked to a set of associated documents, categorized as supporting, misleading, or irrelevant

Dataset Description

claims.csv contains the following fields for each claim, scraped from PolitiFact.

  1. Claim ID
  2. Claim: Full text of the claim
  3. Verdict: Binary fact-checking verdict, True or False
  4. Document IDs: List IDs of documents corresponding to this claim
  5. Document Labels: List of labels for the associated documents, either supporting, misleading, or irrelevant

documents.csv contains the following fields for each document in our knowledge base, scraped from Reddit.

  1. Document ID
  2. Title: Reddit post title
  3. Full Text: Content of the document
  4. Claim ID: ID of the corresponding claim
  5. Document Label: Label for the document's label to the claim, either supporting, misleading, or irrelevant
  6. Link: URL to the original document

Dataset Source and Usage

  • See Section 2.4 of our paper for supported tasks

Citation

If you use this dataset, please cite our paper:

@misc{zeng2025worsezeroshotfactcheckingdataset,
      title={Worse than Zero-shot? A Fact-Checking Dataset for Evaluating the Robustness of RAG Against Misleading Retrievals}, 
      author={Linda Zeng and Rithwik Gupta and Divij Motwani and Diji Yang and Yi Zhang},
      year={2025},
      eprint={2502.16101},
      archivePrefix={arXiv},
      primaryClass={cs.AI},
      url={https://arxiv.org/abs/2502.16101}, 
}

Disclaimer

This dataset has been compiled from publicly available sources on the Internet. It may contain discussions on sensitive political topics, including viewpoints that some individuals may find controversial or offensive. The inclusion of any content does not imply endorsement of any views expressed. Users are advised to exercise discretion and ensure compliance with applicable ethical guidelines and legal frameworks when using this dataset.

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