Update README.md

README.md

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 ---
-license: mit
+annotations_creators:
+- expert-generated
+language_creators:
+- expert-generated
+languages:
+- en
+licenses:
+- mit
+multilinguality:
+- monolingual
+size_categories:
+- 100K<n<1M
+source_datasets:
+- original
+task_categories:
+- summarization
+task_ids:
+- HighlightSum: AMI & SamSUM & DialogSUM Corpus
+pretty_name: HighlightSum Corpus
 ---
+# Dataset Card for DIALOGSum Corpus
+## Dataset Description
+### Links
+- **AMI:** https://huggingface.co/datasets/knkarthick/AMI
+- **DialogSUM:** https://github.com/cylnlp/dialogsum
+- **SamSUM:** https://huggingface.co/datasets/knkarthick/samsum
+- **Point of Contact:** https://huggingface.co/knkarthick
+
+### Dataset Summary
+HighlightSUM is collection of large-scale dialogue summarization dataset from AMI, SamSUM & DialogSUM, consisting of 31,108 dialogues with corresponding manually labeled summaries.
+### Languages
+English
+
+## Dataset Structure
+### Data Instances
+HighlightSum is a large-scale dialogue summarization dataset collection, consisting of 31,108 dialogues split into train, test and validation.
+
+The first instance in the training set:
+{'id': 'train_0', 
+'summary': "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.", 
+'dialogue': "#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."}
+
+### Data Fields
+- dialogue: text of dialogue.
+- summary: human written summary of the dialogue.
+- id: unique file id of an example.
+
+### Data Splits
+- train: 27401
+- val: 1360
+- test: 2347
+
+## Dataset Creation
+### Curation Rationale
+Collection of AMI, SamSUM & DialogSUM Datasets.
+### Who are the source language producers?
+linguists
+### Who are the annotators?
+language experts
+
+## Licensing Information
+non-commercial licence: MIT
+## Citation Information
+Refer the above links for Credits & Citations.