Update README.md

README.md

@@ -56,15 +56,15 @@ task_ids:
 - **Paper:**
 - **Leaderboard:**
 - **Point of Contact:** [Thang Pham](<thangpham@auburn.edu>)
-- **Size of downloaded dataset files:** 25.03 MB
-- **Size of the generated dataset:** 16.22 MB
-- **Total amount of disk used:** 41.25 MB
+- **Size of downloaded dataset files:** 4.60 MB
+- **Size of the generated dataset:** 2.96 MB
+- **Total amount of disk used:** 7.56 MB
 
 ### Dataset Summary
 
 PS is a binary classification task with the goal of predicting whether two multi-word noun phrases are semantically similar or not given *the same context* sentence.
-This dataset contains ~56K pairs of two phrases along with their contexts used for disambiguation, since two phrases only sometimes are not enough for semantic comparison.
-Around 28K positive examples were annotated by linguistic experts on <upwork.com> while the other 28K negative examples were created by randomly replacing 50% of the phrase tokens in the positive examples.
+This dataset contains ~10K pairs of two phrases along with their contexts used for disambiguation, since two phrases are not enough for semantic comparison.
+Our ~10K examples were annotated by linguistic experts on <upwork.com> and verified in two rounds by 1000 Mturkers and 5 linguistic experts.
 
 ### Supported Tasks and Leaderboards
 
@@ -79,18 +79,18 @@ English.
 ### Data Instances
 
 **PS**
-* Size of downloaded dataset files: 24.63 MB
-* Size of the generated dataset: 15.94 MB
-* Total amount of disk used: 40.58 MB
+* Size of downloaded dataset files: 4.60 MB
+* Size of the generated dataset: 2.96 MB
+* Total amount of disk used: 7.56 MB
 
 ```
 {
-  "phrase1": "greater presence",
-  "phrase2": "msie usage",
-  "sentence1": "The songs on the album feature a greater presence of band member Martin Swope's electronic and tape sound effects than with the band's previous recordings.",
-  "sentence2": "The songs on the album feature a msie usage of band member Martin Swope's electronic and tape sound effects than with the band's previous recordings.",
+  "phrase1": "annual run",
+  "phrase2": "yearlong performance",
+  "sentence1": "since 2004, the club has been a sponsor of the annual run for rigby to raise money for off-campus housing safety awareness.",
+  "sentence2": "since 2004, the club has been a sponsor of the yearlong performance for rigby to raise money for off-campus housing safety awareness.",
   "label": 0,
-  "idx": 1,
+  "idx": 0,
 }
 ```