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README.md

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----
-annotations_creators:
-- expert-generated
-language_creators:
-- expert-generated
-language:
-- en
-license:
-- mit
-multilinguality:
-- monolingual
-size_categories:
-- 10K<n<100K
-source_datasets:
-- original
-task_categories:
-- summarization
-task_ids: []
-pretty_name: HighlightSum Corpus
----
-# Dataset Card for HighlightSum Corpus [Single Dataset Comprising of AMI, SamSUM & DialogSUM for Brief Summarization of Text]
-## 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.

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