Add examples; Extract temperatures

app.py

@@ -13,7 +13,7 @@ class Interactive:
         self.linear.weight = torch.nn.Parameter(self.model.shared.weight[32099, :].unsqueeze(0)) # (1, D)
         self.linear.bias = torch.nn.Parameter(self.model.shared.weight[32098, 0].unsqueeze(0)) # (1)
         self.model.eval()
-        self.t = 2.2247
+        self.t = self.model.shared.weight[32097, 0].item()
 
     def run(self, statement):
         input_ids = self.tokenizer.batch_encode_plus([statement], return_tensors='pt', padding='longest').input_ids.to(device)
@@ -42,8 +42,66 @@ def predict(statement, model):
     }
 
 examples = [
-    'If A sits next to B and B sits next to C, then A must sit next to C.',
-    'If A sits next to B and B sits next to C, then A might not sit next to C.',
+    # openbookqa
+    'If a person walks in the opposite direction of a compass arrow they are walking south.',
+    'If a person walks in the opposite direction of a compass arrow they are walking north.',
+    # arc_easy
+    'A pond is different from a lake because ponds are smaller and shallower.',
+    'A pond is different from a lake because ponds have moving water.',
+    # arc_hard
+    'Hunting strategies are more likely to be learned rather than inherited.',
+    'A spotted coat is more likely to be learned rather than inherited.',
+    # ai2_science_elementary
+    'Photosynthesis uses carbon from the air to make food for plants.',
+    'Respiration uses carbon from the air to make food for plants.',
+    # ai2_science_middle
+    'The barometer measures atmospheric pressure.',
+    'The thermometer measures atmospheric pressure.',
+    # commonsenseqa
+    'People aim to complete a job at work.',
+    'People aim to kill animals at work.',
+    # qasc
+    'Climate is generally described in terms of local weather conditions.',
+    'Climate is generally described in terms of forests.',
+    # physical_iqa
+    'ice box will turn into a cooler if you add water to it.',
+    'ice box will turn into a cooler if you add soda to it.',
+    # social_iqa
+    'Kendall opened their mouth to speak and what came out shocked everyone. Kendall is a very aggressive and talkative person.',
+    'Kendall opened their mouth to speak and what came out shocked everyone. Kendall is a very quiet person.',
+    # winogrande_xl
+    'Sarah was a much better surgeon than Maria so Maria always got the easier cases.',
+    'Sarah was a much better surgeon than Maria so Sarah always got the easier cases.',
+    # com2sense_paired
+    'If you want a quick snack, getting one banana would be a good choice generally.',
+    'If you want a snack, getting twenty bananas would be a good choice generally.',
+    # sciq
+    'Each specific polypeptide has a unique linear sequence of amino acids.',
+    'Each specific polypeptide has a unique linear sequence of fatty acids.',
+    # quarel
+    'Tommy glided across the marble floor with ease, but slipped and fell on the wet floor because wet floor has more resistance.',
+    'Tommy glided across the marble floor with ease, but slipped and fell on the wet floor because marble floor has more resistance.',
+    # quartz
+    'If less waters falls on an area of land it will cause less plants to grow in that area.',
+    'If less waters falls on an area of land it will cause more plants to grow in that area.',
+    # cycic_mc
+    'In U.S. spring, Rob visits the financial district every day. In U.S. winter, Rob visits the park every day. Rob will go to the park on January 20.',
+    'In U.S. spring, Rob visits the financial district every day. In U.S. winter, Rob visits the park every day. Rob will go to the financial district on January 20.',
+    # comve_a
+    'Summer in North America is great for swimming,  boating, and fishing.',
+    'Summer in North America is great for skiing,  snowshoeing,  and making a snowman.',
+    # csqa2
+    'Gas is always capable of turning into liquid under high pressure.',
+    'Cotton candy is sometimes made out of cotton.',
+    # symkd_anno
+    'James visits a famous landmark. As a result, James learns about the world.',
+    'Cliff and Andrew enter the castle. But before, Cliff needed to have been a student at the school.',
+    # gengen_anno
+    'Generally, bar patrons are capable of taking care of their own drinks.',
+    'Generally, ocean currents have little influence over storm intensity.',
+
+    # 'If A sits next to B and B sits next to C, then A must sit next to C.',
+    # 'If A sits next to B and B sits next to C, then A might not sit next to C.',
 ]
 
 input_statement = gr.Dropdown(choices=examples, label='Statement:')