Datasets:

Modalities:
Image
Text
Formats:
parquet
Languages:
English
ArXiv:
Libraries:
Datasets
pandas
License:
AutoPlow commited on
Commit
6461436
1 Parent(s): f6da1b9

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +316 -1
README.md CHANGED
@@ -10,6 +10,141 @@ configs:
10
  path: "test.parquet"
11
  - split: validation
12
  path: "validation.parquet"
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
13
  - config_name: faviq
14
  data_files:
15
  - split: train
@@ -19,6 +154,186 @@ configs:
19
  - split: validation
20
  path: faviq/faviq_validation.parquet
21
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
22
 
23
  language:
24
  - en
@@ -50,7 +365,7 @@ Modalities:
50
 
51
  ### Datasets Summary
52
 
53
- Misinformation is a challenging societal issue, and mitigating solutions are difficult to create due to data deficiencies. To address this problem, we have curated the largest collection of (mis)information datasets in the literature, totaling 72. From these, we evaluated the quality of all of the 32 datasets that consist of statements or claims. If you would like to contribute a novel dataset or report any issues, please email us or visit our GitHub.
54
  Please refer to our [paper](https://arxiv.org/abs/2104.06952) for further details.
55
 
56
  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/n3NfcoQpdA5r1MihK54YK.png)
 
10
  path: "test.parquet"
11
  - split: validation
12
  path: "validation.parquet"
13
+ - config_name: IFND
14
+ data_files:
15
+ - split: train
16
+ path: IFND/IFND_train.parquet
17
+ - split: test
18
+ path: IFND/IFND_test.parquet
19
+ - split: validation
20
+ path: IFND/IFND_validation.parquet
21
+
22
+ - config_name: antivax
23
+ data_files:
24
+ - split: train
25
+ path: antivax/antivax_train.parquet
26
+ - split: test
27
+ path: antivax/antivax_test.parquet
28
+ - split: validation
29
+ path: antivax/antivax_validation.parquet
30
+
31
+ - config_name: checkcovid
32
+ data_files:
33
+ - split: train
34
+ path: checkcovid/checkcovid_train.parquet
35
+ - split: test
36
+ path: checkcovid/checkcovid_test.parquet
37
+ - split: validation
38
+ path: checkcovid/checkcovid_validation.parquet
39
+
40
+ - config_name: claimskg
41
+ data_files:
42
+ - split: train
43
+ path: claimskg/claimskg_train.parquet
44
+ - split: test
45
+ path: claimskg/claimskg_test.parquet
46
+ - split: validation
47
+ path: claimskg/claimskg_validation.parquet
48
+
49
+ - config_name: climate_fever
50
+ data_files:
51
+ - split: train
52
+ path: climate_fever/climate_fever_train.parquet
53
+ - split: test
54
+ path: climate_fever/climate_fever_test.parquet
55
+ - split: validation
56
+ path: climate_fever/climate_fever_validation.parquet
57
+
58
+ - config_name: cmu_miscov19
59
+ data_files:
60
+ - split: train
61
+ path: cmu_miscov19/cmu_miscov19_train.parquet
62
+ - split: test
63
+ path: cmu_miscov19/cmu_miscov19_test.parquet
64
+ - split: validation
65
+ path: cmu_miscov19/cmu_miscov19_validation.parquet
66
+
67
+ - config_name: coaid
68
+ data_files:
69
+ - split: train
70
+ path: coaid/coaid_train.parquet
71
+ - split: test
72
+ path: coaid/coaid_test.parquet
73
+ - split: validation
74
+ path: coaid/coaid_validation.parquet
75
+
76
+ - config_name: counter-covid-19-misinformation
77
+ data_files:
78
+ - split: train
79
+ path: counter-covid-19-misinformation/counter-covid-19-misinformation_train.parquet
80
+ - split: test
81
+ path: counter-covid-19-misinformation/counter-covid-19-misinformation_test.parquet
82
+ - split: validation
83
+ path: counter-covid-19-misinformation/counter-covid-19-misinformation_validation.parquet
84
+
85
+ - config_name: covid-19-disinformation
86
+ data_files:
87
+ - split: train
88
+ path: covid-19-disinformation/covid-19-disinformation_train.parquet
89
+ - split: test
90
+ path: covid-19-disinformation/covid-19-disinformation_test.parquet
91
+ - split: validation
92
+ path: covid-19-disinformation/covid-19-disinformation_validation.parquet
93
+
94
+ - config_name: covid_19_rumor
95
+ data_files:
96
+ - split: train
97
+ path: covid_19_rumor/covid_19_rumor_train.parquet
98
+ - split: test
99
+ path: covid_19_rumor/covid_19_rumor_test.parquet
100
+ - split: validation
101
+ path: covid_19_rumor/covid_19_rumor_validation.parquet
102
+
103
+ - config_name: covid_vaccine_misinfo_mic
104
+ data_files:
105
+ - split: train
106
+ path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_train.parquet
107
+ - split: test
108
+ path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_test.parquet
109
+ - split: validation
110
+ path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_validation.parquet
111
+
112
+ - config_name: covidfact
113
+ data_files:
114
+ - split: train
115
+ path: covidfact/covidfact_train.parquet
116
+ - split: test
117
+ path: covidfact/covidfact_test.parquet
118
+ - split: validation
119
+ path: covidfact/covidfact_validation.parquet
120
+
121
+ - config_name: defakts
122
+ data_files:
123
+ - split: train
124
+ path: defakts/defakts_train.parquet
125
+ - split: test
126
+ path: defakts/defakts_test.parquet
127
+ - split: validation
128
+ path: defakts/defakts_validation.parquet
129
+
130
+ - config_name: esoc
131
+ data_files:
132
+ - split: train
133
+ path: esoc/esoc_train.parquet
134
+ - split: test
135
+ path: esoc/esoc_test.parquet
136
+ - split: validation
137
+ path: esoc/esoc_validation.parquet
138
+
139
+ - config_name: fakecovid
140
+ data_files:
141
+ - split: train
142
+ path: fakecovid/fakecovid_train.parquet
143
+ - split: test
144
+ path: fakecovid/fakecovid_test.parquet
145
+ - split: validation
146
+ path: fakecovid/fakecovid_validation.parquet
147
+
148
  - config_name: faviq
149
  data_files:
150
  - split: train
 
154
  - split: validation
155
  path: faviq/faviq_validation.parquet
156
 
157
+ - config_name: fever
158
+ data_files:
159
+ - split: train
160
+ path: fever/fever_train.parquet
161
+ - split: test
162
+ path: fever/fever_test.parquet
163
+ - split: validation
164
+ path: fever/fever_validation.parquet
165
+
166
+ - config_name: feverous
167
+ data_files:
168
+ - split: train
169
+ path: feverous/feverous_train.parquet
170
+ - split: test
171
+ path: feverous/feverous_test.parquet
172
+ - split: validation
173
+ path: feverous/feverous_validation.parquet
174
+
175
+ - config_name: fibvid
176
+ data_files:
177
+ - split: train
178
+ path: fibvid/fibvid_train.parquet
179
+ - split: test
180
+ path: fibvid/fibvid_test.parquet
181
+ - split: validation
182
+ path: fibvid/fibvid_validation.parquet
183
+
184
+ - config_name: hover
185
+ data_files:
186
+ - split: train
187
+ path: hover/hover_train.parquet
188
+ - split: test
189
+ path: hover/hover_test.parquet
190
+ - split: validation
191
+ path: hover/hover_validation.parquet
192
+
193
+ - config_name: liar
194
+ data_files:
195
+ - split: train
196
+ path: liar/liar_train.parquet
197
+ - split: test
198
+ path: liar/liar_test.parquet
199
+ - split: validation
200
+ path: liar/liar_validation.parquet
201
+
202
+ - config_name: liar_new
203
+ data_files:
204
+ - split: train
205
+ path: liar_new/liar_new_train.parquet
206
+ - split: test
207
+ path: liar_new/liar_new_test.parquet
208
+ - split: validation
209
+ path: liar_new/liar_new_validation.parquet
210
+
211
+ - config_name: mediaeval
212
+ data_files:
213
+ - split: train
214
+ path: mediaeval/mediaeval_train.parquet
215
+ - split: test
216
+ path: mediaeval/mediaeval_test.parquet
217
+ - split: validation
218
+ path: mediaeval/mediaeval_validation.parquet
219
+
220
+ - config_name: mm-covid
221
+ data_files:
222
+ - split: train
223
+ path: mm-covid/mm-covid_train.parquet
224
+ - split: test
225
+ path: mm-covid/mm-covid_test.parquet
226
+ - split: validation
227
+ path: mm-covid/mm-covid_validation.parquet
228
+
229
+ - config_name: multiclaim
230
+ data_files:
231
+ - split: train
232
+ path: multiclaim/multiclaim_train.parquet
233
+ - split: test
234
+ path: multiclaim/multiclaim_test.parquet
235
+ - split: validation
236
+ path: multiclaim/multiclaim_validation.parquet
237
+
238
+ - config_name: nlp4if
239
+ data_files:
240
+ - split: train
241
+ path: nlp4if/nlp4if_train.parquet
242
+ - split: test
243
+ path: nlp4if/nlp4if_test.parquet
244
+ - split: validation
245
+ path: nlp4if/nlp4if_validation.parquet
246
+
247
+ - config_name: pheme
248
+ data_files:
249
+ - split: train
250
+ path: pheme/pheme_train.parquet
251
+ - split: test
252
+ path: pheme/pheme_test.parquet
253
+ - split: validation
254
+ path: pheme/pheme_validation.parquet
255
+
256
+ - config_name: pubhealthtab
257
+ data_files:
258
+ - split: train
259
+ path: pubhealthtab/pubhealthtab_train.parquet
260
+ - split: test
261
+ path: pubhealthtab/pubhealthtab_test.parquet
262
+ - split: validation
263
+ path: pubhealthtab/pubhealthtab_validation.parquet
264
+
265
+ - config_name: rumors
266
+ data_files:
267
+ - split: train
268
+ path: rumors/rumors_train.parquet
269
+ - split: test
270
+ path: rumors/rumors_test.parquet
271
+ - split: validation
272
+ path: rumors/rumors_validation.parquet
273
+
274
+ - config_name: snopes
275
+ data_files:
276
+ - split: train
277
+ path: snopes/snopes_train.parquet
278
+ - split: test
279
+ path: snopes/snopes_test.parquet
280
+ - split: validation
281
+ path: snopes/snopes_validation.parquet
282
+
283
+ - config_name: truthseeker2023
284
+ data_files:
285
+ - split: train
286
+ path: truthseeker2023/truthseeker2023_train.parquet
287
+ - split: test
288
+ path: truthseeker2023/truthseeker2023_test.parquet
289
+ - split: validation
290
+ path: truthseeker2023/truthseeker2023_validation.parquet
291
+
292
+ - config_name: twitter15
293
+ data_files:
294
+ - split: train
295
+ path: twitter15/twitter15_train.parquet
296
+ - split: test
297
+ path: twitter15/twitter15_test.parquet
298
+ - split: validation
299
+ path: twitter15/twitter15_validation.parquet
300
+
301
+ - config_name: twitter16
302
+ data_files:
303
+ - split: train
304
+ path: twitter16/twitter16_train.parquet
305
+ - split: test
306
+ path: twitter16/twitter16_test.parquet
307
+ - split: validation
308
+ path: twitter16/twitter16_validation.parquet
309
+
310
+ - config_name: verite
311
+ data_files:
312
+ - split: train
313
+ path: verite/verite_train.parquet
314
+ - split: test
315
+ path: verite/verite_test.parquet
316
+ - split: validation
317
+ path: verite/verite_validation.parquet
318
+
319
+ - config_name: wico
320
+ data_files:
321
+ - split: train
322
+ path: wico/wico_train.parquet
323
+ - split: test
324
+ path: wico/wico_test.parquet
325
+ - split: validation
326
+ path: wico/wico_validation.parquet
327
+
328
+ - config_name: x_fact
329
+ data_files:
330
+ - split: train
331
+ path: x_fact/x_fact_train.parquet
332
+ - split: test
333
+ path: x_fact/x_fact_test.parquet
334
+ - split: validation
335
+ path: x_fact/x_fact_validation.parquet
336
+
337
 
338
  language:
339
  - en
 
365
 
366
  ### Datasets Summary
367
 
368
+ Misinformation is a challenging societal issue, and mitigating solutions are difficult to create due to data deficiencies. To address this problem, we have curated the largest collection of (mis)information datasets in the literature, totaling 75. From these, we evaluated the quality of all of the 35 datasets that consist of statements or claims. If you would like to contribute a novel dataset or report any issues, please email us or visit our GitHub.
369
  Please refer to our [paper](https://arxiv.org/abs/2104.06952) for further details.
370
 
371
  ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/n3NfcoQpdA5r1MihK54YK.png)