
# Contextual Semantic Labels (Small) Benchmark Dataset

Please see [https://github.com/docugami/DFM-benchmarks](https://github.com/docugami/DFM-benchmarks) for more details, eval code, and current scores for different models.

# Using Dataset

Please refer to standard huggingface documentation to use this dataset: [https://huggingface.co/docs/datasets/index](https://huggingface.co/docs/datasets/index)

The [explore.ipynb](./explore.ipynb) notebook has some reference code.
task_categories:text2text-generation task_categories:text-generation size_categories:1K<n<10K source_datasets:original language:en license:mit docugami dfm-csl xml-knowledge-graphs region:us
{"language": ["en"], "license": "mit", "size_categories": ["1K<n<10K"], "source_datasets": ["original"], "task_categories": ["text2text-generation", "text-generation"], "pretty_name": "Contextual Semantic Lables (Small)", "dataset_info": {"features": [{"name": "Text", "dtype": "string"}, {"name": "Small Chunk", "dtype": "string"}, {"name": "Ground Truth", "dtype": "string"}, {"name": "docugami/dfm-cs-small", "dtype": "string"}], "splits": [{"name": "eval", "num_bytes": 240040, "num_examples": 1099}, {"name": "train", "num_bytes": 20906, "num_examples": 100}], "download_size": 143986, "dataset_size": 260946}, "tags": ["docugami", "dfm-csl", "xml-knowledge-graphs"]}
TAGS
#task_categories-text2text-generation #task_categories-text-generation #size_categories-1K<n<10K #source_datasets-original #language-English #license-mit #docugami #dfm-csl #xml-knowledge-graphs #region-us 


# Contextual Semantic Labels (Small) Benchmark Dataset

Please see URL for more details, eval code, and current scores for different models.

# Using Dataset

Please refer to standard huggingface documentation to use this dataset: URL

The URL notebook has some reference code.
# Contextual Semantic Labels (Small) Benchmark Dataset

Please see URL for more details, eval code, and current scores for different models. # Using Dataset

Please refer to standard huggingface documentation to use this dataset: URL

The URL notebook has some reference code.
TAGS
#task_categories-text2text-generation #task_categories-text-generation #size_categories-1K<n<10K #source_datasets-original #language-English #license-mit #docugami #dfm-csl #xml-knowledge-graphs #region-us 
 # Contextual Semantic Labels (Small) Benchmark Dataset

Please see URL for more details, eval code, and current scores for different models. # Using Dataset

Please refer to standard huggingface documentation to use this dataset: URL

The URL notebook has some reference code.
passage: TAGS
#task_categories-text2text-generation #task_categories-text-generation #size_categories-1K<n<10K #source_datasets-original #language-English #license-mit #docugami #dfm-csl #xml-knowledge-graphs #region-us 
# Contextual Semantic Labels (Small) Benchmark Dataset

Please see URL for more details, eval code, and current scores for different models.# Using Dataset

Please refer to standard huggingface documentation to use this dataset: URL

The URL notebook has some reference code.