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rm arxiv harmful text link, add link to paper

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  1. README.md +2 -2
README.md CHANGED
@@ -75,7 +75,7 @@ The file is tab separated, in CoNLL format, with line breaks between tweets.
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  * PoS labels are not present for all tweets, but where they could be found in the Ritter data, they're given.
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  * In cases where a URI could not be agreed, or was not present in DBpedia, the linking URI is `NIL`.
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- See the paper for a full description of the methodology.
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  ### Supported Tasks and Leaderboards
@@ -164,7 +164,7 @@ The data was public at the time of collection. User names are preserved.
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  ### Social Impact of Dataset
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- There's a risk of user-deleted content being in this data. The data has NOT been vetted for any content, so there's a risk of [harmful text](https://arxiv.org/abs/2204.14256) content.
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  ### Discussion of Biases
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  * PoS labels are not present for all tweets, but where they could be found in the Ritter data, they're given.
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  * In cases where a URI could not be agreed, or was not present in DBpedia, the linking URI is `NIL`.
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+ See the paper, [Analysis of Named Entity Recognition and Linking for Tweets](http://www.derczynski.com/papers/ner_single.pdf) for a full description of the methodology.
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  ### Supported Tasks and Leaderboards
 
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  ### Social Impact of Dataset
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+ There's a risk of user-deleted content being in this data. The data has NOT been vetted for any content, so there's a risk of harmful text.
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  ### Discussion of Biases
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