| | --- |
| | language: |
| | - en |
| | task_categories: |
| | - summarization |
| |
|
| | --- |
| | # AutoTrain Dataset for project: summarization |
| |
|
| | ## Dataset Description |
| |
|
| | This dataset has been automatically processed by AutoTrain for project summarization. |
| |
|
| | ### Languages |
| |
|
| | The BCP-47 code for the dataset's language is en. |
| |
|
| | ## Dataset Structure |
| |
|
| | ### Data Instances |
| |
|
| | A sample from this dataset looks as follows: |
| |
|
| | ```json |
| | [ |
| | { |
| | "feat_id": "train_0", |
| | "text": "#Person1#: Hi, Mr. Smith. I'm Doctor Hawkins. Why are you here today?\n#Person2#: I found it would be a good idea to get a check-up.\n#Person1#: Yes, well, you haven't had one for 5 years. You should have one every year.\n#Person2#: I know. I figure as long as there is nothing wrong, why go see the doctor?\n#Person1#: Well, the best way to avoid serious illnesses is to find out about them early. So try to come at least once a year for your own good.\n#Person2#: Ok.\n#Person1#: Let me see here. Your eyes and ears look fine. Take a deep breath, please. Do you smoke, Mr. Smith?\n#Person2#: Yes.\n#Person1#: Smoking is the leading cause of lung cancer and heart disease, you know. You really should quit.\n#Person2#: I've tried hundreds of times, but I just can't seem to kick the habit.\n#Person1#: Well, we have classes and some medications that might help. I'll give you more information before you leave.\n#Person2#: Ok, thanks doctor.", |
| | "target": "Mr. Smith's getting a check-up, and Doctor Hawkins advises him to have one every year. Hawkins'll give some information about their classes and medications to help Mr. Smith quit smoking.", |
| | "feat_topic": "get a check-up" |
| | }, |
| | { |
| | "feat_id": "train_1", |
| | "text": "#Person1#: Hello Mrs. Parker, how have you been?\n#Person2#: Hello Dr. Peters. Just fine thank you. Ricky and I are here for his vaccines.\n#Person1#: Very well. Let's see, according to his vaccination record, Ricky has received his Polio, Tetanus and Hepatitis B shots. He is 14 months old, so he is due for Hepatitis A, Chickenpox and Measles shots.\n#Person2#: What about Rubella and Mumps?\n#Person1#: Well, I can only give him these for now, and after a couple of weeks I can administer the rest.\n#Person2#: OK, great. Doctor, I think I also may need a Tetanus booster. Last time I got it was maybe fifteen years ago!\n#Person1#: We will check our records and I'll have the nurse administer and the booster as well. Now, please hold Ricky's arm tight, this may sting a little.", |
| | "target": "Mrs Parker takes Ricky for his vaccines. Dr. Peters checks the record and then gives Ricky a vaccine.", |
| | "feat_topic": "vaccines" |
| | } |
| | ] |
| | ``` |
| |
|
| | ### Dataset Fields |
| |
|
| | The dataset has the following fields (also called "features"): |
| |
|
| | ```json |
| | { |
| | "feat_id": "Value(dtype='string', id=None)", |
| | "text": "Value(dtype='string', id=None)", |
| | "target": "Value(dtype='string', id=None)", |
| | "feat_topic": "Value(dtype='string', id=None)" |
| | } |
| | ``` |
| |
|
| | ### Dataset Splits |
| |
|
| | This dataset is split into a train and validation split. The split sizes are as follow: |
| |
|
| | | Split name | Num samples | |
| | | ------------ | ------------------- | |
| | | train | 1999 | |
| | | valid | 499 | |
| |
|
