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indonesia-sarcastic/README.md

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----
-license: apache-2.0
-language: 
-- ind
-pretty_name: "Reddit Indonesia Sarcastic"
----
-
-# Reddit Indonesia Sarcastic
-
-Reddit Indonesia Sarcastic is a dataset intended for sarcasm detection in the Indonesian language. This dataset is inspired by the data collection procedure introduced in [Ranti, K.S., & Girsang, A.S (2020)](http://www.warse.org/IJETER/static/pdf/file/ijeter10892020.pdf), whereby Reddit comments from r/indonesia subreddit are collected and filtered by the existence of an `/s` tag at the end of the comment. We collected Reddit comments from 2020-01 to 2023-09 from [Academic Torrents](https://academictorrents.com/details/89d24ff9d5fbc1efcdaf9d7689d72b7548f699fc) and applied the aforementioned procedure. Further, we performed deduplication with minHash LSH, PII masking to remove usernames, hashtags, emails, URLs, and finally a random sampling to limit the non-sarcastic comments. Following [SemEval-2022 Task 6: iSarcasmEval](https://aclanthology.org/2022.semeval-1.111/), we used a 1:3 ratio to balance sarcastic with non-sarcastic comments.
-
-## Dataset Structure
-
-### Data Instances
-
-```py
-{
-    "author": "curuya",
-    "created_utc": 1584876528,
-    "score": 7,
-    "permalink": "/r/indonesia/comments/fmxhfe/jangan_takut_sama_corona_takut_sama_allah/fl6n993/",
-    "subreddit": "indonesia",
-    "body": 'taat perintah tuhan : "kalau ada razia mendingan kabur" /s',
-    "lang_fastText": "id",
-    "label": 1,
-    "text": 'taat perintah tuhan : "kalau ada razia mendingan kabur"',
-}
-```
-
-### Data Fields
-
-- `author`: Comment author.
-- `created_utc`: Comment creation time, in UTC. 
-- `score`: Comment's Reddit voting score.
-- `permalink`: Permalink to the Reddit comment. 
-- `subreddit`: Subreddit name.
-- `body`: Raw Reddit comment content.
-- `lang_fastText`: Language detected by [fasttext-langdetect](https://github.com/zafercavdar/fasttext-langdetect).
-- `label`: `0` for non-sarcastic, `1` for sarcastic.
-- `text`: Sarcastic tag-removed, PII-masked version of `body`.
-
-### Data Splits
-
-| Split              | #sarcastic | #non sarcastic | #total  |
-| ------------------ | :--------: | :------------: | :-----: |
-| `train`            |    2470    |      7411      |  9881   |
-| `test`             |    706     |      2118      |  2824   |
-| `validation`       |    353     |      1058      |  1411   |
-| Total (balanced)   |    3529    |     10587      |  14116  |
-| Total (unbalanced) |    3529    |    2616335     | 2619864 |
-
-### Dataset Directory
-
-```sh
-reddit_indonesia_sarcastic/
-├── README.md
-├── data    # re-balanced dataset
-│   ├── test.json
-│   ├── train.json
-│   └── validation.json
-└── raw_data    # raw unbalanced dataset
-    └── reddit_indonesia_sarcastic.json
-```
-
-## Authors
-
-Reddit Indonesia Sarcastic is prepared by:
-
-<a href="https://github.com/w11wo">
-    <img src="https://github.com/w11wo.png" alt="GitHub Profile" style="border-radius: 50%;width: 64px;border: solid 1px #fff;margin:0 4px;">
-</a>
-
-## References
-
-```bibtex
-@article{Ranti2020IndonesianSD,
-    title={Indonesian Sarcasm Detection Using Convolutional Neural Network},
-    author={Kiefer Stefano Ranti and Abba Suganda Girsang},
-    journal={International Journal of Emerging Trends in Engineering Research},
-    year={2020},
-    url={https://doi.org/10.30534/ijeter/2020/10892020}
-}
-
-@article{academicReddit,
-    title= {Reddit comments/submissions 2005-06 to 2023-09},
-    journal= {},
-    author= {stuck_in_the_matrix, Watchful1, RaiderBDev},
-    year= {},
-    url= {},
-    abstract= {Reddit comments and submissions from 2005-06 to 2023-09 collected by pushshift and u/RaiderBDev. These are zstandard compressed ndjson files. Example python scripts for parsing the data can be found here https://github.com/Watchful1/PushshiftDumps},
-    keywords= {reddit},
-    terms= {},
-    license= {},
-    superseded= {}
-}
-
-@inproceedings{abu-farha-etal-2022-semeval,
-    title = "{S}em{E}val-2022 Task 6: i{S}arcasm{E}val, Intended Sarcasm Detection in {E}nglish and {A}rabic",
-    author = "Abu Farha, Ibrahim  and
-      Oprea, Silviu Vlad  and
-      Wilson, Steven  and
-      Magdy, Walid",
-    editor = "Emerson, Guy  and
-      Schluter, Natalie  and
-      Stanovsky, Gabriel  and
-      Kumar, Ritesh  and
-      Palmer, Alexis  and
-      Schneider, Nathan  and
-      Singh, Siddharth  and
-      Ratan, Shyam",
-    booktitle = "Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)",
-    month = jul,
-    year = "2022",
-    address = "Seattle, United States",
-    publisher = "Association for Computational Linguistics",
-    url = "https://aclanthology.org/2022.semeval-1.111",
-    doi = "10.18653/v1/2022.semeval-1.111",
-    pages = "802--814",
-}
-```

indonesia-sarcastic/raw_data/reddit_indonesia_sarcastic.json

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