Update files from the datasets library (from 1.1.3)

Release notes: https://github.com/huggingface/datasets/releases/tag/1.1.3

README.md

@@ -9,7 +9,7 @@ from datasets import load_dataset
 kilt_wiki = load_dataset("kilt_wikipedia")
 
 # Get the KILT task datasets
-kilt_tasks = load_sataset("kilt_tasks")
+kilt_tasks = load_dataset("kilt_tasks")
 
 # Most tasks in KILT already have all required data, but KILT-TriviaQA
 # only provides the question IDs, not the questions themselves.
@@ -19,7 +19,7 @@ trivia_qa = load_dataset('trivia_qa', 'unfiltered.nocontext')
 # The KILT IDs can then be mapped to the TriviaQA questions with:
 triviaqa_map = {}
 for k in ['train', 'validation', 'test']:
-    triviaqa_map = dict([(q_id, i) for i, q_id in enumerate(triviaqa[k]['question_id'])])
+    triviaqa_map = dict([(q_id, i) for i, q_id in enumerate(trivia_qa[k]['question_id'])])
     kilt_tasks[k + '_triviaqa'] = kilt_tasks[k + '_triviaqa'].filter(lambda x: x['id'] in triviaqa_map)
-    kilt_tasks[k + '_triviaqa'] = kilt_tasks[k + '_triviaqa'].map(lambda x: {'input': triviaqa[k][triviaqa_map[x['id']]]['question']})
+    kilt_tasks[k + '_triviaqa'] = kilt_tasks[k + '_triviaqa'].map(lambda x: {'input': trivia_qa[k][triviaqa_map[x['id']]]['question']})
 ```