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README.md

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 # Twitter-roBERTa-base for Irony Detection
 
 This is a roBERTa-base model trained on ~58M tweets and finetuned for irony detection with the TweetEval benchmark. 
-This model has integrated in to the [TweetNLP Python library](https://github.com/cardiffnlp/tweetnlp/).
+This model has integrated into the [TweetNLP Python library](https://github.com/cardiffnlp/tweetnlp/).
 
 - Paper: [_TweetEval_ benchmark (Findings of EMNLP 2020)](https://arxiv.org/pdf/2010.12421.pdf). 
 - Git Repo: [Tweeteval official repository](https://github.com/cardiffnlp/tweeteval).