Datasets:

Lishi0905
/

SoMeData

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 2 new columns ({'text_input', 'text_output'}) and 4 missing columns ({'question', 'question_id', 'answer', 'dataset'}).

This happened while the json dataset builder was generating data using

hf://datasets/Lishi0905/SoMeData/multimodal/task_level_distribution/4chans/train.json (at revision 68aaf0f1a994ca086eefd6ca387cab3871af8a02)

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 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, 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 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              text_input: string
              text_output: string
              image: string
              -- schema metadata --
              pandas: '{"index_columns": [], "column_indexes": [], "columns": [{"name":' + 454
              to
              {'question_id': Value('int64'), 'question': Value('string'), 'answer': List(Value('string')), 'image': Value('string'), 'dataset': Value('string')}
              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 1451, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 994, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, 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 1833, 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 2 new columns ({'text_input', 'text_output'}) and 4 missing columns ({'question', 'question_id', 'answer', 'dataset'}).
              
              This happened while the json dataset builder was generating data using
              
              hf://datasets/Lishi0905/SoMeData/multimodal/task_level_distribution/4chans/train.json (at revision 68aaf0f1a994ca086eefd6ca387cab3871af8a02)
              
              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.

question_id int64	question string	answer list	image string	dataset string
0	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	0bd7631fb0a55943.jpg	mydata_all
1	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "true" ]	f97874f07070f0e8.png	mydata_all
2	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	cbb11703f85b4d07.jpg	mydata_all
3	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	6fb1835eb106f84a.jpg	mydata_all
4	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	9bcf64366c4027f8.jpg	mydata_all
5	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "true" ]	a33146ca1d89b77c.jpg	mydata_all
6	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	f9860770e94eec07.png	mydata_all
7	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	19f8a5aaea065ba5.jpg	mydata_all
8	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "true" ]	01e300f3ff836ec3.png	mydata_all
9	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "true" ]	7da7a159c3869319.jpg	mydata_all
10	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "true" ]	01ccceccfcc6d629.png	mydata_all
11	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	d7012856a3fd8557.png	mydata_all
12	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	d335f8b44b70a4b8.jpg	mydata_all
13	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	550d2b0b9dab5a53.jpg	mydata_all
14	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	0b08e8fdf453564d.png	mydata_all
15	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "true" ]	03877c78f0c3878f.png	mydata_all
16	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	fd411b3e09ac1e1b.png	mydata_all
17	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "true" ]	0103fffef6f14102.png	mydata_all
18	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	357454d4c6c78787.png	mydata_all
19	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	a394232476573ee9.jpg	mydata_all
20	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	e1e10f1f1758e8d4.jpg	mydata_all
21	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	77c12974097cd2d9.png	mydata_all
22	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	5db08e4c1f27a393.jpg	mydata_all
23	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	f3f21d0db21d05d2.jpg	mydata_all
24	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	4b0bb4fc4b0b34f4.jpg	mydata_all
25	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	dde7017e80da4d38.jpg	mydata_all
26	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	55bf951b8503a98e.jpg	mydata_all
27	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	cf0118f8f0fcf807.jpg	mydata_all
28	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	030282fdfcfc5c5a.png	mydata_all
29	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	d7070d8143bc773c.jpg	mydata_all
30	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	ed062af0ba9c3c66.png	mydata_all
31	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	3315e70f61ed6941.jpg	mydata_all
32	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	b90646f94646b96d.png	mydata_all
33	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	dd3f8b92a3631226.png	mydata_all
34	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	4bd59176870ee907.jpg	mydata_all
35	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	7da1d33ca556a146.jpg	mydata_all
36	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	b9d17cc16d0338e6.jpg	mydata_all
37	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	b3f3e4b30e0464dc.jpg	mydata_all
38	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	b54b0bf08ef4239a.jpg	mydata_all
39	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	31f90e2c8ecce6cc.jpg	mydata_all
40	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	7d0783ec697c8394.jpg	mydata_all
41	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	c5d08125733e3e3b.png	mydata_all
42	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	e36b04b13871e2bd.png	mydata_all
43	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	7d81f16884d4bb69.jpg	mydata_all
44	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	a3e27d26a4cd9a92.png	mydata_all
45	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	2b4ad0bd461fd82d.jpg	mydata_all
46	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	f5c0e0e0a958d69f.jpg	mydata_all
47	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	77a989469b996943.jpg	mydata_all
48	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "true" ]	27613fa0ac13db0f.png	mydata_all
49	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	558bbf6246249ba9.jpg	mydata_all
50	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	b5063cc349f91e3c.png	mydata_all
51	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	a5245b79e4a3196e.jpg	mydata_all
52	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	7d836c78830b0efc.png	mydata_all
53	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	83c1387c266fd09f.jpg	mydata_all
54	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	555ab75216eba518.png	mydata_all
55	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "true" ]	7985871929e8ec73.png	mydata_all
56	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	af155f4995132927.jpg	mydata_all
57	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	c5e7785813ac8ce6.png	mydata_all
58	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	cf3073c998a7e01b.jpg	mydata_all
59	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	ef6b559488424abd.jpg	mydata_all
60	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	1d361b33534d538e.jpg	mydata_all
61	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	f57c0ba397131613.jpg	mydata_all
62	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	cd8b72308bccbc0f.png	mydata_all
63	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	f57927161f8709a4.jpg	mydata_all
64	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "true" ]	e3ab1e09e3865678.jpg	mydata_all
65	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "true" ]	7ddc8b0366393964.png	mydata_all
66	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "true" ]	4787b1d16c669936.png	mydata_all
67	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "true" ]	a136dcf869690fa4.png	mydata_all
68	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	5138f35239bd2c78.jpg	mydata_all
69	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	b9694384e87a47c7.jpg	mydata_all
70	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	91d54f3f7b830461.png	mydata_all
71	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "true" ]	7d0381fc0ba51c6f.jpg	mydata_all
72	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	f90712f906793ce1.png	mydata_all
73	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	f5d81b261b26265b.png	mydata_all
74	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	cddd39b0370c9b06.jpg	mydata_all
75	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	657198638e639dc9.jpg	mydata_all
76	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	1100013fefff7e03.png	mydata_all
77	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "true" ]	29350ed3598ed3ac.png	mydata_all
78	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	f1e2ca58594d5d4c.jpg	mydata_all
79	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	e19eae311c8bc365.jpg	mydata_all
80	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	690bd39b6980b6cb.png	mydata_all
81	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	fd78070d85eda123.png	mydata_all
82	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	e1bc0e827ef0790b.png	mydata_all
83	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "false" ]	3dd44326b45b2b0f.jpg	mydata_all
84	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	01f0c2fafaa66e86.png	mydata_all
85	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	fd7c1a8ae4c4c8aa.png	mydata_all
86	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "true" ]	c3c9213d9ab9b85a.png	mydata_all
87	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	f74729a5838dd40b.png	mydata_all
88	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "true" ]	255ef0619ac9c69b.jpg	mydata_all
89	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	d56b279992a923d2.jpg	mydata_all
90	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	a9025f9da45457e9.png	mydata_all
91	Question: Does this image convey any idea of antisemitic or islamophobic? Options: [true, false] Answer:	[ "false" ]	71cc9663cc928e73.png	mydata_all
92	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	3dacc34b4b7381cc.png	mydata_all
93	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	f5c90b750b4dd0d2.jpg	mydata_all
94	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	d95267c590b71959.jpg	mydata_all
95	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "false" ]	8bf02f1f270dc2e1.jpg	mydata_all
96	Judge whether this image contains any hateful meaning, true or false? Choose your answer from: [true, false]	[ "true" ]	b97174f1f039248e.jpg	mydata_all
97	This is an image that post on the reddit. Judge whether this image contains any hateful intent, like antisemitic or islamophobic? Pick from: [true, false]	[ "false" ]	f5612656ada3415b.jpg	mydata_all
98	Analyze the image that was shared on Reddit to determine if it exhibits any elements of hate speech, such as antisemitism or Islamophobia. Available choices: [true, false]	[ "true" ]	8fbae5e9800d5696.jpg	mydata_all
99	This is a picture that post on the social media. Is this image hateful? Choice: [true, false]	[ "false" ]	e3e343010ccddd1f.jpg	mydata_all

End of preview.

README for SoMeData

This is the official dataset of the ACL 2024 paper SoMeLVLM: A Large Vision Language Model for Social Media Processing.

Important Notice

Before using data in SoMeData, you agree that the use of the data is only restricted to research or education purposes and that all copyright and license restrictions associated with the dataset/code will be followed.

If you find our dataset useful, we would greatly appreciate it if you could consider citing our paper:

@inproceedings{zhang-etal-2024-somelvlm,
    title = "{S}o{M}e{LVLM}: A Large Vision Language Model for Social Media Processing",
    author = "Zhang, Xinnong  and
      Kuang, Haoyu  and
      Mou, Xinyi  and
      Lyu, Hanjia  and
      Wu, Kun  and
      Chen, Siming  and
      Luo, Jiebo  and
      Huang, Xuanjing  and
      Wei, Zhongyu",
    editor = "Ku, Lun-Wei  and
      Martins, Andre  and
      Srikumar, Vivek",
    booktitle = "Findings of the Association for Computational Linguistics ACL 2024",
    month = aug,
    year = "2024",
    address = "Bangkok, Thailand and virtual meeting",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.findings-acl.140",
    doi = "10.18653/v1/2024.findings-acl.140",
    pages = "2366--2389",
}

Please cite the authors of the original open datasets as well.

Usage Info

Images of all the datasets (including open-source and self-collected) are gathered in img.zip for your convenience.
finetuning-distribution gathered all datasets together for training. If you want to use part of these datasets, please refer to the task-level-distribution

File Structure

.
├── README for SoMeData.md
├── multimodal
│   ├── finetuning_distribution
│   │   ├── eval_new_id.json
│   │   ├── testsets
│   │   │   ├── 4chans_test.json
│   │   │   ├── 4chans_test_g.json
│   │   │   ├── FakeNewsNet_test.json
│   │   │   ├── FakeNewsNet_test_g.json
│   │   │   ├── HatefulMemes_test.json
│   │   │   ├── HatefulMemes_test_g.json
│   │   │   ├── MMHS_test.json
│   │   │   ├── MMHS_test_g.json
│   │   │   ├── MVSA_Multiple_test.json
│   │   │   ├── MVSA_Multiple_test_g.json
│   │   │   ├── MVSA_Single_test.json
│   │   │   ├── MVSA_Single_test_g.json
│   │   │   ├── MVSA_Single_test_id.json
│   │   │   ├── PAN_test.json
│   │   │   ├── PAN_test_g.json
│   │   │   ├── TumEmo_test.json
│   │   │   ├── TumEmo_test_g.json
│   │   │   ├── Tweet_cele_test.json
│   │   │   ├── Tweet_cele_test_g.json
│   │   │   ├── Tweet_leg_test.json
│   │   │   ├── Tweet_leg_test_g.json
│   │   │   ├── domain_explain_test.json
│   │   │   ├── hashtag_choice_test.json
│   │   │   ├── hashtag_gen_test.json
│   │   │   └── personality_explain_test.json
│   │   ├── testsets_OOD
│   │   │   ├── domain_explain_ood.json
│   │   │   ├── hashtag_choice_ood.json
│   │   │   ├── hashtag_gen_ood.json
│   │   │   └── personality_explain_ood.json
│   │   └── train_new_id.json
│   ├── img.zip
│   └── task_level_distribution
│       ├── 4chans
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── FakeNewsNet
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── HatefulMemes
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── MMHS
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── MVSA_Multiple
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── MVSA_Single
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── PAN
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── TumEmo
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── Tweet_cele
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── Tweet_leg
│       │   ├── eval.json
│       │   ├── eval_g.json
│       │   ├── test.json
│       │   ├── test_g.json
│       │   ├── train.json
│       │   └── train_g.json
│       ├── domain_explain
│       │   ├── eval.json
│       │   ├── test.json
│       │   └── train.json
│       ├── hashtag_choice
│       │   ├── eval.json
│       │   ├── test.json
│       │   └── train.json
│       ├── hashtag_gen
│       │   ├── eval.json
│       │   ├── test.json
│       │   └── train.json
│       └── personality_explain
│           ├── eval.json
│           ├── test.json
│           └── train.json
└── plain text
    ├── depolarize
    │   ├── ibc.json
    │   └── media_ideology.json
    ├── detoxify
    │   ├── contextual-abuse#IdentityDirectedAbuse.json
    │   ├── contextual-abuse#PersonDirectedAbuse.json
    │   ├── implicit-hate#explicit_hate.json
    │   ├── implicit-hate#implicit_hate.json
    │   ├── jigsaw#identity_hate.json
    │   ├── jigsaw#insult.json
    │   ├── jigsaw#obscene.json
    │   ├── jigsaw#severe_toxic.json
    │   ├── jigsaw#threat.json
    │   ├── jigsaw#toxic.json
    │   ├── jigsaw#toxic.jsonl
    │   ├── tweet_offensive.json
    │   └── tweet_offensive.jsonl
    ├── emotion
    │   ├── css_six_emotions.json
    │   ├── css_six_emotions_cls.json
    │   ├── sentiment140_cls.json
    │   ├── simplifyweibo_4_moods.json
    │   ├── twitter_emotion.json
    │   ├── twitter_emotion.jsonl
    │   ├── twitter_emotion_cls.json
    │   ├── twitter_emotion_cls.jsonl
    │   └── twitter_emotion_cls_sample.json
    ├── figurative
    │   ├── FLUTE.json
    │   ├── sar.json
    │   ├── sarc_cls.json
    │   ├── sarc_cls.jsonl
    │   ├── tweet_irony.json
    │   ├── tweet_irony.jsonl
    │   ├── tweet_irony_cls.json
    │   ├── tweet_ironybackup_cls.json
    │   └── tweet_ironybackup_cls.jsonl
    ├── humor
    │   ├── hahackathon#is_humor.json
    │   ├── hahackathon#is_humor.jsonl
    │   ├── hahackathon#is_humor_cls.json
    │   ├── hahackathon#is_humor_cls.jsonl
    │   ├── hahackathon#is_humorbackup_cls.json
    │   ├── hahackathon#is_humorbackup_cls.jsonl
    │   ├── humor-pairs.json
    │   ├── puns_cls.json
    │   ├── puns_cls.jsonl
    │   ├── reddit_humor.json
    │   ├── reddit_jokes_cls.json
    │   ├── reddit_jokes_cls.jsonl
    │   ├── short_jokes_cls.json
    │   └── short_jokes_cls.jsonl
    ├── ideology
    │   ├── biden_stance_test_public.json
    │   ├── biden_stance_train_public.json
    │   ├── ibc.json
    │   ├── ibc.jsonl
    │   ├── ibc_cls.json
    │   ├── ibc_cls.jsonl
    │   ├── media_ideology.json
    │   ├── media_ideology_cls.json
    │   ├── trump_stance_test_public.json
    │   ├── trump_stance_train_public.json
    │   └── vast.json
    ├── invert
    │   └── semeval.json
    ├── misinformation
    │   ├── misinfo_cancer.json
    │   ├── misinfo_climate.json
    │   └── mrf_headlines.json
    ├── offensiveness
    │   ├── contextual-abuse#IdentityDirectedAbuse.json
    │   ├── contextual-abuse#PersonDirectedAbuse.json
    │   ├── implicit-hate#explicit_hate.json
    │   ├── implicit-hate#implicit_hate.json
    │   ├── intentyn_cls.json
    │   ├── intentyn_cls_sample.json
    │   ├── jigsaw#identity_hate.json
    │   ├── jigsaw#insult.json
    │   ├── jigsaw#obscene.json
    │   ├── jigsaw#severe_toxic.json
    │   ├── jigsaw#threat.json
    │   ├── jigsaw.json
    │   ├── latent_hatred.json
    │   ├── latent_hatred_cls.json
    │   ├── tweet_offensive.json
    │   ├── tweet_offensive.jsonl
    │   ├── tweet_offensive_cls.json
    │   └── tweet_offensive_cls.jsonl
    ├── reverse
    │   ├── ibc.json
    │   └── media_ideology.json
    ├── sample
    │   ├── depolarize
    │   │   ├── ibc_sample.json
    │   │   └── media_ideology_sample.json
    │   ├── detoxify
    │   │   ├── contextual-abuse#IdentityDirectedAbuse_sample.json
    │   │   ├── contextual-abuse#PersonDirectedAbuse_sample.json
    │   │   ├── implicit-hate#explicit_hate_sample.json
    │   │   ├── implicit-hate#implicit_hate_sample.json
    │   │   ├── jigsaw#identity_hate_sample.json
    │   │   ├── jigsaw#insult_sample.json
    │   │   ├── jigsaw#obscene_sample.json
    │   │   ├── jigsaw#severe_toxic_sample.json
    │   │   ├── jigsaw#threat_sample.json
    │   │   ├── jigsaw#toxic_sample.json
    │   │   └── tweet_offensive_sample.json
    │   ├── emotion
    │   │   ├── css_six_emotions_sample.json
    │   │   └── simplifyweibo_4_moods_sample.json
    │   ├── figurative
    │   │   ├── sar_sample.json
    │   │   └── tweet_irony_sample.json
    │   ├── humor
    │   │   ├── hahackathon#is_humor_sample.json
    │   │   └── humor-pairs_sample.json
    │   ├── ideology
    │   │   ├── ibc_sample.json
    │   │   └── media_ideology_sample.json
    │   ├── misinformation
    │   │   └── mrf_headlines_sample.json
    │   ├── offensiveness
    │   │   ├── contextual-abuse#IdentityDirectedAbuse_sample.json
    │   │   ├── contextual-abuse#PersonDirectedAbuse_sample.json
    │   │   ├── implicit-hate#explicit_hate_sample.json
    │   │   ├── implicit-hate#implicit_hate_sample.json
    │   │   ├── jigsaw#identity_hate_sample.json
    │   │   ├── jigsaw#insult_sample.json
    │   │   ├── jigsaw#obscene_sample.json
    │   │   ├── jigsaw#severe_toxic_sample.json
    │   │   ├── jigsaw#threat_sample.json
    │   │   ├── latent_hatred_sample.json
    │   │   └── tweet_offensive_sample.json
    │   ├── reverse
    │   │   ├── ibc_sample.json
    │   │   └── media_ideology_sample.json
    │   └── truthworthiness
    │       ├── neutralizing-bias-pairs_sample.json
    │       └── rumor#rumor_bool_sample.json
    ├── socialfactors
    │   ├── complaints_cls.json
    │   ├── complaints_cls.jsonl
    │   ├── empathy#empathy_bin_cls.json
    │   ├── empathy#empathy_bin_cls.jsonl
    │   ├── hayati_politeness_cls.json
    │   ├── questionintimacy_cls.json
    │   ├── stanfordpoliteness_cls.json
    │   └── stanfordpoliteness_cls.jsonl
    └── truthworthiness
        ├── hypo-l_cls.json
        ├── neutralizing-bias-pairs.json
        ├── rumor#rumor_bool.json
        ├── two-to-lie#sender_truth_cls.json
        └── two-to-lie#sender_truth_cls.jsonl

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