Update README.md
Browse files
README.md
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@@ -10,6 +10,141 @@ configs:
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path: "test.parquet"
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- split: validation
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path: "validation.parquet"
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| 13 |
- config_name: faviq
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data_files:
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- split: train
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@@ -19,6 +154,186 @@ configs:
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- split: validation
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path: faviq/faviq_validation.parquet
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| 22 |
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language:
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- en
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|
@@ -50,7 +365,7 @@ Modalities:
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| 50 |
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### Datasets Summary
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-
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
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Please refer to our [paper](https://arxiv.org/abs/2104.06952) for further details.
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path: "test.parquet"
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| 11 |
- split: validation
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path: "validation.parquet"
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+
- config_name: IFND
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data_files:
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- split: train
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path: IFND/IFND_train.parquet
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- split: test
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path: IFND/IFND_test.parquet
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- split: validation
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path: IFND/IFND_validation.parquet
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- config_name: antivax
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data_files:
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- split: train
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path: antivax/antivax_train.parquet
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- split: test
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path: antivax/antivax_test.parquet
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- split: validation
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path: antivax/antivax_validation.parquet
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- config_name: checkcovid
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data_files:
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- split: train
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path: checkcovid/checkcovid_train.parquet
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- split: test
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path: checkcovid/checkcovid_test.parquet
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- split: validation
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path: checkcovid/checkcovid_validation.parquet
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- config_name: claimskg
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data_files:
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- split: train
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path: claimskg/claimskg_train.parquet
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- split: test
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path: claimskg/claimskg_test.parquet
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- split: validation
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path: claimskg/claimskg_validation.parquet
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- config_name: climate_fever
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data_files:
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- split: train
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path: climate_fever/climate_fever_train.parquet
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- split: test
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path: climate_fever/climate_fever_test.parquet
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- split: validation
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path: climate_fever/climate_fever_validation.parquet
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- config_name: cmu_miscov19
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data_files:
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- split: train
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path: cmu_miscov19/cmu_miscov19_train.parquet
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- split: test
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path: cmu_miscov19/cmu_miscov19_test.parquet
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- split: validation
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path: cmu_miscov19/cmu_miscov19_validation.parquet
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- config_name: coaid
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data_files:
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- split: train
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path: coaid/coaid_train.parquet
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- split: test
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path: coaid/coaid_test.parquet
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- split: validation
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path: coaid/coaid_validation.parquet
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- config_name: counter-covid-19-misinformation
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data_files:
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- split: train
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path: counter-covid-19-misinformation/counter-covid-19-misinformation_train.parquet
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- split: test
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path: counter-covid-19-misinformation/counter-covid-19-misinformation_test.parquet
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- split: validation
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path: counter-covid-19-misinformation/counter-covid-19-misinformation_validation.parquet
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- config_name: covid-19-disinformation
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data_files:
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- split: train
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path: covid-19-disinformation/covid-19-disinformation_train.parquet
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- split: test
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path: covid-19-disinformation/covid-19-disinformation_test.parquet
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- split: validation
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path: covid-19-disinformation/covid-19-disinformation_validation.parquet
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- config_name: covid_19_rumor
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data_files:
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- split: train
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path: covid_19_rumor/covid_19_rumor_train.parquet
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- split: test
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path: covid_19_rumor/covid_19_rumor_test.parquet
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- split: validation
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path: covid_19_rumor/covid_19_rumor_validation.parquet
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- config_name: covid_vaccine_misinfo_mic
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data_files:
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| 105 |
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- split: train
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path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_train.parquet
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- split: test
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path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_test.parquet
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- split: validation
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path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_validation.parquet
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- config_name: covidfact
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data_files:
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- split: train
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path: covidfact/covidfact_train.parquet
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- split: test
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path: covidfact/covidfact_test.parquet
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- split: validation
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path: covidfact/covidfact_validation.parquet
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- config_name: defakts
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data_files:
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- split: train
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path: defakts/defakts_train.parquet
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- split: test
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path: defakts/defakts_test.parquet
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- split: validation
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path: defakts/defakts_validation.parquet
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- config_name: esoc
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data_files:
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- split: train
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path: esoc/esoc_train.parquet
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- split: test
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path: esoc/esoc_test.parquet
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- split: validation
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path: esoc/esoc_validation.parquet
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- config_name: fakecovid
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data_files:
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- split: train
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path: fakecovid/fakecovid_train.parquet
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- split: test
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path: fakecovid/fakecovid_test.parquet
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- split: validation
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path: fakecovid/fakecovid_validation.parquet
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- config_name: faviq
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data_files:
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- split: train
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- split: validation
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| 155 |
path: faviq/faviq_validation.parquet
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- config_name: fever
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data_files:
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- split: train
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path: fever/fever_train.parquet
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- split: test
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path: fever/fever_test.parquet
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- split: validation
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path: fever/fever_validation.parquet
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- config_name: feverous
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data_files:
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- split: train
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path: feverous/feverous_train.parquet
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- split: test
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path: feverous/feverous_test.parquet
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- split: validation
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path: feverous/feverous_validation.parquet
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- config_name: fibvid
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data_files:
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- split: train
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| 178 |
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path: fibvid/fibvid_train.parquet
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| 179 |
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- split: test
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| 180 |
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path: fibvid/fibvid_test.parquet
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- split: validation
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path: fibvid/fibvid_validation.parquet
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| 183 |
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- config_name: hover
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data_files:
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| 186 |
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- split: train
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| 187 |
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path: hover/hover_train.parquet
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- split: test
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| 189 |
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path: hover/hover_test.parquet
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- split: validation
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path: hover/hover_validation.parquet
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| 192 |
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- config_name: liar
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| 194 |
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data_files:
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| 195 |
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- split: train
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| 196 |
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path: liar/liar_train.parquet
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| 197 |
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- split: test
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| 198 |
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path: liar/liar_test.parquet
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- split: validation
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path: liar/liar_validation.parquet
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- config_name: liar_new
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| 203 |
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data_files:
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| 204 |
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- split: train
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| 205 |
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path: liar_new/liar_new_train.parquet
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| 206 |
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- split: test
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| 207 |
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path: liar_new/liar_new_test.parquet
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| 208 |
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- split: validation
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| 209 |
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path: liar_new/liar_new_validation.parquet
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| 210 |
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- config_name: mediaeval
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data_files:
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- split: train
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| 214 |
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path: mediaeval/mediaeval_train.parquet
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- split: test
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path: mediaeval/mediaeval_test.parquet
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- split: validation
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path: mediaeval/mediaeval_validation.parquet
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- config_name: mm-covid
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data_files:
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- split: train
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path: mm-covid/mm-covid_train.parquet
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- split: test
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path: mm-covid/mm-covid_test.parquet
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- split: validation
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path: mm-covid/mm-covid_validation.parquet
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- config_name: multiclaim
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data_files:
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- split: train
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path: multiclaim/multiclaim_train.parquet
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| 233 |
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- split: test
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| 234 |
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path: multiclaim/multiclaim_test.parquet
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| 235 |
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- split: validation
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path: multiclaim/multiclaim_validation.parquet
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| 237 |
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- config_name: nlp4if
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| 239 |
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data_files:
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| 240 |
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- split: train
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| 241 |
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path: nlp4if/nlp4if_train.parquet
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| 242 |
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- split: test
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| 243 |
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path: nlp4if/nlp4if_test.parquet
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| 244 |
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- split: validation
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| 245 |
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path: nlp4if/nlp4if_validation.parquet
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| 246 |
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| 247 |
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- config_name: pheme
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| 248 |
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data_files:
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| 249 |
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- split: train
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| 250 |
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path: pheme/pheme_train.parquet
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| 251 |
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- split: test
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| 252 |
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path: pheme/pheme_test.parquet
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| 253 |
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- 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 |

|