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  # Reliability Estimation of News Media Sources: _"Birds of a Feather Flock Together"_
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- Dataset introduced in the paper ["Reliability Estimation of News Media Sources: Birds of a Feather Flock Together"](https://arxiv.org/abs/2404.09565) published in the [NAACL 2024 main conference](https://aclanthology.org/2024.naacl-long.383/).
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- The dataset consists of a collections of 5.33K new media domains names with reliability labels. Additionally, for some domains, there is also a human-provided reliability score available. Columns of the dataset:
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  - `domain`: domain name
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  - `reliability_label`: the reliability label. Values:
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- - `1`: generally reliable;
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- - `0`: mixed;
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- - `-1`: generally unreliable
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  - `newsguard_score`: human-provided reliability score (only available for a small subset). Value: integer number between 0 and 100.
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  ## Citation
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  NAACL Paper: [here](https://aclanthology.org/2024.naacl-long.383/).
 
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  # Reliability Estimation of News Media Sources: _"Birds of a Feather Flock Together"_
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+ Dataset introduced in the paper ["Reliability Estimation of News Media Sources: Birds of a Feather Flock Together"](https://arxiv.org/abs/2404.09565) published in the NAACL 2024 main conference.
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+ The dataset consists of a collections of **5.33K new media domains names with reliability labels**. Additionally, for some domains, there is also a human-provided reliability score available.
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+ Columns of the dataset:
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  - `domain`: domain name
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  - `reliability_label`: the reliability label. Values:
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+ - `1`: generally reliable;
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+ - `0`: mixed;
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+ - `-1`: generally unreliable
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  - `newsguard_score`: human-provided reliability score (only available for a small subset). Value: integer number between 0 and 100.
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+ **Github repo** released along with the paper [here](https://github.com/idiap/News-Media-Reliability).
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  ## Citation
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  NAACL Paper: [here](https://aclanthology.org/2024.naacl-long.383/).