Add task category text-classification

README.md

@@ -1,21 +1,25 @@
 ---
+language:
+- en
 license: apache-2.0
-
+task_categories:
+- text-classification
+size_categories:
+- 1M<n<10M
+pretty_name: Misinformation Detection Datasets
 datasets:
-  - viewer:
-    - max_preview_rows: 1000  # Adjust as needed
-    - max_shard_size: 10MB  # Reduce this if needed
-
+- viewer:
+  - max_preview_rows: 1000
+  - max_shard_size: 10MB
 configs:
 - config_name: default
   data_files:
   - split: train
-    path: "train.parquet"
+    path: train.parquet
   - split: test
-    path: "test.parquet"
+    path: test.parquet
   - split: validation
-    path: "validation.parquet"
-    
+    path: validation.parquet
 - config_name: twitter15
   data_files:
   - split: train
@@ -24,7 +28,6 @@ configs:
     path: twitter15/twitter15_test.parquet
   - split: validation
     path: twitter15/twitter15_validation.parquet
-
 - config_name: verite
   data_files:
   - split: train
@@ -33,7 +36,6 @@ configs:
     path: verite/verite_test.parquet
   - split: validation
     path: verite/verite_validation.parquet
-
 - config_name: liar_new
   data_files:
   - split: train
@@ -42,7 +44,6 @@ configs:
     path: liar_new/liar_new_test.parquet
   - split: validation
     path: liar_new/liar_new_validation.parquet
-
 - config_name: coaid
   data_files:
   - split: train
@@ -51,7 +52,6 @@ configs:
     path: coaid/coaid_test.parquet
   - split: validation
     path: coaid/coaid_validation.parquet
-
 - config_name: fibvid
   data_files:
   - split: train
@@ -60,7 +60,6 @@ configs:
     path: fibvid/fibvid_test.parquet
   - split: validation
     path: fibvid/fibvid_validation.parquet
-
 - config_name: isot_fake_news
   data_files:
   - split: train
@@ -69,7 +68,6 @@ configs:
     path: isot_fake_news/isot_fake_news_test.parquet
   - split: validation
     path: isot_fake_news/isot_fake_news_validation.parquet
-
 - config_name: snopes
   data_files:
   - split: train
@@ -78,7 +76,6 @@ configs:
     path: snopes/snopes_test.parquet
   - split: validation
     path: snopes/snopes_validation.parquet
-
 - config_name: hover
   data_files:
   - split: train
@@ -87,7 +84,6 @@ configs:
     path: hover/hover_test.parquet
   - split: validation
     path: hover/hover_validation.parquet
-
 - config_name: fa_kes
   data_files:
   - split: train
@@ -96,7 +92,6 @@ configs:
     path: fa_kes/fa_kes_test.parquet
   - split: validation
     path: fa_kes/fa_kes_validation.parquet
-
 - config_name: cmu_miscov19
   data_files:
   - split: train
@@ -105,7 +100,6 @@ configs:
     path: cmu_miscov19/cmu_miscov19_test.parquet
   - split: validation
     path: cmu_miscov19/cmu_miscov19_validation.parquet
-
 - config_name: celebrity
   data_files:
   - split: train
@@ -114,7 +108,6 @@ configs:
     path: celebrity/celebrity_test.parquet
   - split: validation
     path: celebrity/celebrity_validation.parquet
-
 - config_name: claimskg
   data_files:
   - split: train
@@ -123,7 +116,6 @@ configs:
     path: claimskg/claimskg_test.parquet
   - split: validation
     path: claimskg/claimskg_validation.parquet
-
 - config_name: covid_19_rumor
   data_files:
   - split: train
@@ -132,7 +124,6 @@ configs:
     path: covid_19_rumor/covid_19_rumor_test.parquet
   - split: validation
     path: covid_19_rumor/covid_19_rumor_validation.parquet
-
 - config_name: covidfact
   data_files:
   - split: train
@@ -141,7 +132,6 @@ configs:
     path: covidfact/covidfact_test.parquet
   - split: validation
     path: covidfact/covidfact_validation.parquet
-
 - config_name: x_fact
   data_files:
   - split: train
@@ -150,7 +140,6 @@ configs:
     path: x_fact/x_fact_test.parquet
   - split: validation
     path: x_fact/x_fact_validation.parquet
-
 - config_name: mediaeval
   data_files:
   - split: train
@@ -159,7 +148,6 @@ configs:
     path: mediaeval/mediaeval_test.parquet
   - split: validation
     path: mediaeval/mediaeval_validation.parquet
-
 - config_name: fakecovid
   data_files:
   - split: train
@@ -168,7 +156,6 @@ configs:
     path: fakecovid/fakecovid_test.parquet
   - split: validation
     path: fakecovid/fakecovid_validation.parquet
-
 - config_name: counter-covid-19-misinformation
   data_files:
   - split: train
@@ -177,7 +164,6 @@ configs:
     path: counter-covid-19-misinformation/counter-covid-19-misinformation_test.parquet
   - split: validation
     path: counter-covid-19-misinformation/counter-covid-19-misinformation_validation.parquet
-
 - config_name: mm-covid
   data_files:
   - split: train
@@ -186,7 +172,6 @@ configs:
     path: mm-covid/mm-covid_test.parquet
   - split: validation
     path: mm-covid/mm-covid_validation.parquet
-
 - config_name: truthseeker2023
   data_files:
   - split: train
@@ -195,7 +180,6 @@ configs:
     path: truthseeker2023/truthseeker2023_test.parquet
   - split: validation
     path: truthseeker2023/truthseeker2023_validation.parquet
-
 - config_name: feverous
   data_files:
   - split: train
@@ -204,7 +188,6 @@ configs:
     path: feverous/feverous_test.parquet
   - split: validation
     path: feverous/feverous_validation.parquet
-
 - config_name: antivax
   data_files:
   - split: train
@@ -213,7 +196,6 @@ configs:
     path: antivax/antivax_test.parquet
   - split: validation
     path: antivax/antivax_validation.parquet
-
 - config_name: nlp4if
   data_files:
   - split: train
@@ -222,7 +204,6 @@ configs:
     path: nlp4if/nlp4if_test.parquet
   - split: validation
     path: nlp4if/nlp4if_validation.parquet
-
 - config_name: IFND
   data_files:
   - split: train
@@ -231,7 +212,6 @@ configs:
     path: IFND/IFND_test.parquet
   - split: validation
     path: IFND/IFND_validation.parquet
-
 - config_name: esoc
   data_files:
   - split: train
@@ -240,7 +220,6 @@ configs:
     path: esoc/esoc_test.parquet
   - split: validation
     path: esoc/esoc_validation.parquet
-
 - config_name: twitter16
   data_files:
   - split: train
@@ -249,7 +228,6 @@ configs:
     path: twitter16/twitter16_test.parquet
   - split: validation
     path: twitter16/twitter16_validation.parquet
-
 - config_name: liar
   data_files:
   - split: train
@@ -258,7 +236,6 @@ configs:
     path: liar/liar_test.parquet
   - split: validation
     path: liar/liar_validation.parquet
-
 - config_name: fakenewsamt
   data_files:
   - split: train
@@ -267,7 +244,6 @@ configs:
     path: fakenewsamt/fakenewsamt_test.parquet
   - split: validation
     path: fakenewsamt/fakenewsamt_validation.parquet
-
 - config_name: faviq
   data_files:
   - split: train
@@ -276,7 +252,6 @@ configs:
     path: faviq/faviq_test.parquet
   - split: validation
     path: faviq/faviq_validation.parquet
-
 - config_name: fever
   data_files:
   - split: train
@@ -285,7 +260,6 @@ configs:
     path: fever/fever_test.parquet
   - split: validation
     path: fever/fever_validation.parquet
-
 - config_name: wico
   data_files:
   - split: train
@@ -294,7 +268,6 @@ configs:
     path: wico/wico_test.parquet
   - split: validation
     path: wico/wico_validation.parquet
-
 - config_name: checkcovid
   data_files:
   - split: train
@@ -303,7 +276,6 @@ configs:
     path: checkcovid/checkcovid_test.parquet
   - split: validation
     path: checkcovid/checkcovid_validation.parquet
-
 - config_name: benjamin_political_news
   data_files:
   - split: train
@@ -312,7 +284,6 @@ configs:
     path: benjamin_political_news/benjamin_political_news_test.parquet
   - split: validation
     path: benjamin_political_news/benjamin_political_news_validation.parquet
-
 - config_name: pheme
   data_files:
   - split: train
@@ -321,7 +292,6 @@ configs:
     path: pheme/pheme_test.parquet
   - split: validation
     path: pheme/pheme_validation.parquet
-
 - config_name: multiclaim
   data_files:
   - split: train
@@ -330,7 +300,6 @@ configs:
     path: multiclaim/multiclaim_test.parquet
   - split: validation
     path: multiclaim/multiclaim_validation.parquet
-
 - config_name: ct_fan
   data_files:
   - split: train
@@ -339,7 +308,6 @@ configs:
     path: ct_fan/ct_fan_test.parquet
   - split: validation
     path: ct_fan/ct_fan_validation.parquet
-
 - config_name: banfakenews
   data_files:
   - split: train
@@ -348,7 +316,6 @@ configs:
     path: banfakenews/banfakenews_test.parquet
   - split: validation
     path: banfakenews/banfakenews_validation.parquet
-
 - config_name: rumors
   data_files:
   - split: train
@@ -357,7 +324,6 @@ configs:
     path: rumors/rumors_test.parquet
   - split: validation
     path: rumors/rumors_validation.parquet
-
 - config_name: covid-19-disinformation
   data_files:
   - split: train
@@ -366,7 +332,6 @@ configs:
     path: covid-19-disinformation/covid-19-disinformation_test.parquet
   - split: validation
     path: covid-19-disinformation/covid-19-disinformation_validation.parquet
-
 - config_name: climate_fever
   data_files:
   - split: train
@@ -375,7 +340,6 @@ configs:
     path: climate_fever/climate_fever_test.parquet
   - split: validation
     path: climate_fever/climate_fever_validation.parquet
-
 - config_name: defakts
   data_files:
   - split: train
@@ -384,7 +348,6 @@ configs:
     path: defakts/defakts_test.parquet
   - split: validation
     path: defakts/defakts_validation.parquet
-
 - config_name: covid_vaccine_misinfo_mic
   data_files:
   - split: train
@@ -393,7 +356,6 @@ configs:
     path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_test.parquet
   - split: validation
     path: covid_vaccine_misinfo_mic/covid_vaccine_misinfo_mic_validation.parquet
-
 - config_name: pubhealthtab
   data_files:
   - split: train
@@ -402,7 +364,6 @@ configs:
     path: pubhealthtab/pubhealthtab_test.parquet
   - split: validation
     path: pubhealthtab/pubhealthtab_validation.parquet
-
 - config_name: fake_news_corpus
   data_files:
   - split: train
@@ -411,7 +372,6 @@ configs:
     path: fake_news_corpus/fake_news_corpus_test.parquet
   - split: validation
     path: fake_news_corpus/fake_news_corpus_validation.parquet
-
 - config_name: ti_cnn
   data_files:
   - split: train
@@ -420,38 +380,27 @@ configs:
     path: ti_cnn/ti_cnn_test.parquet
   - split: validation
     path: ti_cnn/ti_cnn_validation.parquet
-
-  
-language:
-- en
-size_categories:
-- 1M<n<10M
 tags:
 - misinformation
 - text
-pretty_name: Misinformation Detection Datasets
-# dataset_info: 
-
 Modalities:
 - Text
-
 ---
 
-
 # CDL Misinfo Detection Datasets
 
 ## Dataset Description
 
 - **Homepage:** https://misinfo-datasets.complexdatalab.com/
 - **Repository:** https://github.com/ComplexData-MILA/misinfo-datasets
-- **Paper:** https://arxiv.org/abs/2411.05060
+- **Paper:** https://huggingface.co/papers/2411.05060
 - **Data Processing Script:** https://github.com/ComplexData-MILA/misinfo-dataset-preprocessing
 
 
 ### Datasets Summary
 
 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 36 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.
-Please refer to our [paper](https://arxiv.org/abs/2411.05060) for further details.
+Please refer to our [paper](https://huggingface.co/papers/2411.05060) for further details.
 
 ![image/png](https://cdn-uploads.huggingface.co/production/uploads/63ab7ff5d7ee953f60535b9e/n3NfcoQpdA5r1MihK54YK.png)
 
@@ -486,5 +435,4 @@ The lab is led by [Dr. Reihaneh Rabbany](https://complexdatalabmcgill.github.io/
   year={2024},
   volume={abs/2411.05060}
 }
-```
-
+```