datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
cnn_dailymail
Dataset Card for CNN Dailymail Dataset
Dataset Summary
The CNN / DailyMail Dataset is an English-language dataset containing just over 300k unique news articles as written by journalists at CNN and the Daily Mail. The current version supports both extractive and abstractive summarization, though the original version was created for machine reading and comprehension and abstractive question answering.
Supported Tasks and Leaderboards
'summarization': Versions… See the full description on the dataset page: https://huggingface.co/datasets/abisee/cnn_dailymail.RyokoAI_CNNovel125K
Dataset Card for CNNovel125K
The BigKnow2022 dataset and its subsets are not yet complete. Not all information here may be accurate or accessible.
Dataset Summary
CNNovel125K is a dataset composed of approximately 125,000 novels downloaded from the Chinese novel hosting site http://ibiquw.com.
Supported Tasks and Leaderboards
This dataset is primarily intended for unsupervised training of text generation models; however, it may be useful for other purposes.… See the full description on the dataset page: https://huggingface.co/datasets/botp/RyokoAI_CNNovel125K.CNNovel125K
Dataset Card for CNNovel125K
The BigKnow2022 dataset and its subsets are not yet complete. Not all information here may be accurate or accessible.
Dataset Summary
CNNovel125K is a dataset composed of approximately 125,000 novels downloaded from the Chinese novel hosting site http://ibiquw.com.
Supported Tasks and Leaderboards
This dataset is primarily intended for unsupervised training of text generation models; however, it may be useful for other purposes.… See the full description on the dataset page: https://huggingface.co/datasets/qqceqqq/CNNovel125K.he_cnn_dailymail
Dataset Card for "he_cnn_dailymail"
More Information needed
cnn-dailymail-chunked-512-embeddingscnn_dailymail_oreo_jinacolbertv2_10kcnn-dailymail-nemotron-embeddingscnn-based-drowsiness-detection-data
CNN-Based Drowsiness Detection - Dataset
Preprocessed, auto-labeled face-crop images used to train the model in
notgoodkeeper/cnn-based-drowsiness-detection.
Code: https://github.com/not-good-keeper/cnn-based-drowsiness-detection
Collection
Frames were captured from a webcam, then run through:
Haar Cascade face detection -> crop + pad + resize to 412x412
MediaPipe Selfie Segmentation -> background replaced with white
CLAHE contrast normalization -> grayscale… See the full description on the dataset page: https://huggingface.co/datasets/notgoodkeeper/cnn-based-drowsiness-detection-data.cn_ner来源 https://github.com/liucongg/NLPDataSet
从网上收集数据，将CMeEE数据集、IMCS21_task1数据集、CCKS2017_task2数据集、CCKS2018_task1数据集、CCKS2019_task1数据集、CLUENER2020数据集、MSRA数据集、NLPCC2018_task4数据集、CCFBDCI数据集、MMC数据集、WanChuang数据集、PeopleDairy1998数据集、PeopleDairy2004数据集、GAIIC2022_task2数据集、WeiBo数据集、ECommerce数据集、FinanceSina数据集、BoSon数据集、Resume数据集、Bank数据集、FNED数据集和DLNER数据集等22个数据集进行整理清洗，构建一个较完善的中文NER数据集。
数据集清洗时，仅进行了简单地规则清洗，并将格式进行了统一化，标签为“BIO”。
处理后数据集详细信息，见数据集描述。
数据集由NJUST-TB一起整理。
由于部分数据包含嵌套实体的情况，所以转换成BIO标签时，长实体会覆盖短实体。
数据… See the full description on the dataset page: https://huggingface.co/datasets/ttxy/cn_ner.cnn-dailymailcnn_daily_swe
Dataset Card for Swedish CNN Dailymail Dataset
The Swedish CNN/DailyMail dataset has only been machine-translated to improve downstream fine-tuning on Swedish summarization tasks.
Dataset Summary
Read about the full details at original English version: https://huggingface.co/datasets/cnn_dailymail
Data Fields
id: a string containing the heximal formated SHA1 hash of the url where the story was retrieved from
article: a string containing the body of the news… See the full description on the dataset page: https://huggingface.co/datasets/Gabriel/cnn_daily_swe.cnn-dailymail-bge-base-embeddingsCNNovel125K
Dataset Card for CNNovel125K
The BigKnow2022 dataset and its subsets are not yet complete. Not all information here may be accurate or accessible.
Dataset Summary
CNNovel125K is a dataset composed of approximately 125,000 novels downloaded from the Chinese novel hosting site http://ibiquw.com.
Supported Tasks and Leaderboards
This dataset is primarily intended for unsupervised training of text generation models; however, it may be useful for other purposes.… See the full description on the dataset page: https://huggingface.co/datasets/beiwoshuisheng/CNNovel125K.cnn_dailymail-snippetscnnspot-smallcnn_dailymail
Dataset Card for CNN Dailymail Dataset
Dataset Summary
The CNN / DailyMail Dataset is an English-language dataset containing just over 300k unique news articles as written by journalists at CNN and the Daily Mail. The current version supports both extractive and abstractive summarization, though the original version was created for machine reading and comprehension and abstractive question answering.
Supported Tasks and Leaderboards
'summarization': Versions… See the full description on the dataset page: https://huggingface.co/datasets/AmrahMaryam/cnn_dailymail.summarized-hyperpartisan-news-by-facebook-bart-large-cnn-v1cnn_muffins
CNN Muffins
A compact dog-versus-muffin image-classification dataset built around the
well-known visual confusion between Chihuahua faces and blueberry muffins.
Dataset structure
Split
Dogs
Muffins
Total
Train
319
161
480
Validation
36
18
54
Hard-16 benchmark
8
8
16
The hard-16 benchmark is isolated from train and validation. The JSONL files
use repository-relative image paths:
The benchmark labels follow the original 4x4 checkerboard layout… See the full description on the dataset page: https://huggingface.co/datasets/VatsaDev/cnn_muffins.cnn_dailymail
CNN_Dailymail
This repository hosts a copy of the CNN_Dailymail dataset, a large-scale dataset designed for evaluating abstractive text summarization systems.
CNN_Dailymail consists of news articles paired with human-written summaries, commonly used for training and evaluating models on summarization tasks. It contains articles from CNN and Daily Mail, covering a wide range of topics.
Contents
cnn_dailymail.jsonl (or your actual filename): the standard set of news… See the full description on the dataset page: https://huggingface.co/datasets/S3IC/cnn_dailymail.cnn_dailymail_ngrams_1_to_5
Dataset Card for "cnn_dailymail_ngrams_1_to_5"
More Information needed
cnn-dailymail-summaries
Dataset Card for cnn-dailymail-summaries
This dataset has been created with distilabel.
The pipeline script was uploaded to easily reproduce the dataset:
cnn_daily_summaries.py.
It can be run directly using the CLI:
distilabel pipeline run --script "https://huggingface.co/datasets/argilla/cnn-dailymail-summaries/raw/main/cnn_daily_summaries.py"
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that… See the full description on the dataset page: https://huggingface.co/datasets/argilla/cnn-dailymail-summaries.cnn_dailymail-corefsmclm-cnn-news@ARTICLE{11068992,
author={Perełkiewicz, Michał and Dadas, Sławomir and Poświata, Rafał},
journal={IEEE Access},
title={SMCLM: Semantically Meaningful Causal Language Modeling for Autoregressive Paraphrase Generation},
year={2025},
volume={},
number={},
pages={1-1},
keywords={Semantics;Transformers;Training;Encoding;Decoding;Syntactics;Measurement;Computational modeling;Autoencoders;Adaptation models;Autoregressive models;paraphrase generation;text embeddings;semantically… See the full description on the dataset page: https://huggingface.co/datasets/mmichall/smclm-cnn-news.cnn_dailymail_llama1bseq2seq-cnndm
Dataset Card for "seq2seq-cnndm"
More Information needed
cn-news-impact-scores
Chinese News Impact Scores 2024-2025
This dataset pairs complete Chinese financial-news collections for 2024 and 2025 with event-level market, industry/board, and stock impact scores. Data is stored in monthly Parquet shards.
Dataset Structure
raw_news: every collected news occurrence, including full text, a unique occurrence_id, and a stable news_id.
impact_scores: one row per event-target pair with routing metadata and 16 impact dimensions.
event_clusters:… See the full description on the dataset page: https://huggingface.co/datasets/GlazJ/cn-news-impact-scores.cnn_dailymail-parsedcnn_dailymail_extractive
Data Card for Extractive CNN/DailyMail Dataset
Overview
This is an extractive version of the CNN/Dailymail dataset. The structure of this dataset is identical to the original except for a minor modification in the data representation and the introduction of labels to denote the extractive summary.
The labels are generated following a greedy algorithm, as proposed by Liu (2019). The curation process can be found in the bertsum-hf repository. I am uploading it in case… See the full description on the dataset page: https://huggingface.co/datasets/ereverter/cnn_dailymail_extractive.squad_v2_codex_glue_cnn_dailymail_llama1b_modifiedStage_1_CNN_Salience