Update README.md

README.md

@@ -285,24 +285,14 @@ Total **~1.12M** pairs: **~1.05M train**, **8.4k validation**, **62k test**. See
 
 ### Dataset Sources [optional]
 
-- **APT (Adversarial Paraphrasing Task)** — [Paper](https://arxiv.org/abs/1907.05774) | [Dataset repo](https://github.com/jfan001/apt)
-- **MRPC (Microsoft Research Paraphrase Corpus)** — [Dataset page](https://www.microsoft.com/en-us/download/details.aspx?id=52398) | [GLUE version](https://huggingface.co/datasets/glue/viewer/mrpc)
-- **PARADE (Paraphrase Identification requiring Domain Knowledge)** — [Paper](https://arxiv.org/abs/2005.13888) | [Dataset repo](https://github.com/vgtomahawk/parade)
-- **PAWS (Paraphrase Adversaries from Word Scrambling)** — [Paper](https://arxiv.org/abs/1904.01130) | [Dataset on Hugging Face](https://huggingface.co/datasets/paws)
-- **PIT2015 (Twitter Paraphrase SemEval 2015)** — [Task page](https://alt.qcri.org/semeval2015/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/pit2015)
-- **QQP (Quora Question Pairs)** — [Competition page](https://data.quora.com/First-Quora-Dataset-Release-Question-Pairs) | [Dataset on Hugging Face](https://huggingface.co/datasets/qqp)
-- **SICK (Sentences Involving Compositional Knowledge)** — [Dataset page](http://marcobaroni.org/composes/sick.html) | [Dataset on Hugging Face](https://huggingface.co/datasets/sick)
-- **STS-B (Semantic Textual Similarity Benchmark)** — [SemEval 2017 Task page](http://alt.qcri.org/semeval2017/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/stsb)
-
-- **APT (Adversarial Paraphrasing Task)** — [Paper](https://aclanthology.org/2021.acl-long.552/) | [Dataset repo](https://github.com/Advancing-Machine-Human-Reasoning-Lab/apt)
-- **MRPC (Microsoft Research Paraphrase Corpus)** — [Dataset page](https://www.microsoft.com/en-us/download/details.aspx?id=52398) | [GLUE version](https://huggingface.co/datasets/glue/viewer/mrpc)
-- **PARADE (Paraphrase Identification requiring Domain Knowledge)** — [Paper (EMNLP 2020)](https://aclanthology.org/2020.emnlp-main.611/) | [Dataset repo](https://github.com/heyunh2015/PARADE_dataset)
-- **PAWS (Paraphrase Adversaries from Word Scrambling)** — [Paper](https://arxiv.org/abs/1904.01130) | [Dataset on Hugging Face](https://huggingface.co/datasets/paws)
-- **PIT2015 (SemEval 2015 Twitter Paraphrase)** — [Task page](https://alt.qcri.org/semeval2015/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/pit2015)
-- **QQP (Quora Question Pairs)** — [GLUE version](https://huggingface.co/datasets/glue/viewer/qqp)
-- **SICK (Sentences Involving Compositional Knowledge)** — [Dataset page](http://marcobaroni.org/composes/sick.html) | [Dataset on Hugging Face](https://huggingface.co/datasets/sick)
-- **STS-B (Semantic Textual Similarity Benchmark)** — [Task page](https://alt.qcri.org/semeval2017/task1/) | [Dataset on Hugging Face](https://huggingface.co/datasets/stsb)
-
+- **APT (Adversarial Paraphrasing Task)** — [Paper](https://aclanthology.org/2021.acl-long.552/) | [Dataset](https://github.com/Advancing-Machine-Human-Reasoning-Lab/apt)
+- **MRPC (Microsoft Research Paraphrase Corpus)** — [Paper](https://aclanthology.org/I05-5002.pdf) | [Dataset](https://huggingface.co/datasets/glue/viewer/mrpc)
+- **PARADE (Paraphrase Identification requiring Domain Knowledge)** — [Paper](https://aclanthology.org/2020.emnlp-main.611/) | [Dataset](https://github.com/heyunh2015/PARADE_dataset)
+- **PAWS (Paraphrase Adversaries from Word Scrambling)** — [Paper](https://arxiv.org/abs/1904.01130) | [Dataset](https://huggingface.co/datasets/paws)
+- **PIT2015 (SemEval 2015 Twitter Paraphrase)** — [Website](https://alt.qcri.org/semeval2015/task1/) | [Dataset](https://github.com/cocoxu/SemEval-PIT2015)
+- **QQP (Quora Question Pairs)** — [Competition page](https://data.quora.com/First-Quora-Dataset-Release-Question-Pairs) | [Dataset](https://huggingface.co/datasets/glue/viewer/qqp)
+- **SICK (Sentences Involving Compositional Knowledge)** — [Website](http://marcobaroni.org/composes/sick.html) | [Dataset](https://zenodo.org/records/2787612)
+- **STS-B (Semantic Textual Similarity Benchmark)** — [Website](https://alt.qcri.org/semeval2017/task1/) | [Dataset](https://huggingface.co/datasets/nyu-mll/glue/viewer/stsb)
 
 ## Uses