tasksource/temporal-nli

234 downloads in 30 days1 likesLast modified 24 Mar 2023View on Hugging Face

The declared licence (apache-2.0) is classified as permissive.

Declared licence: apache-2.0, from the tagEvidence: README.md at d5cedbb
Licence files: No licence file at the top level of the repositoryEvidence: file list at d5cedbb
Declared sources: None listed in the card metadata
Access gated on Hugging Face: No

Each cell links to what was checked: a file, a file list or a Hub record.

Citation text from the card

@inproceedings{thukral-etal-2021-probing,
    title = "Probing Language Models for Understanding of Temporal Expressions",
    author = "Thukral, Shivin  and
      Kukreja, Kunal  and
      Kavouras, Christian",
    booktitle = "Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP",
    month = nov,
    year = "2021",
    address = "Punta Cana, Dominican Republic",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.blackboxnlp-1.31",
    doi = "10.18653/v1/2021.blackboxnlp-1.31",
    pages = "396--406",
    abstract = "We present three Natural Language Inference (NLI) challenge sets that can evaluate NLI models on their understanding of temporal expressions. More specifically, we probe these models for three temporal properties: (a) the order between points in time, (b) the duration between two points in time, (c) the relation between the magnitude of times specified in different units. We find that although large language models fine-tuned on MNLI have some basic perception of the order between points in time, at large, these models do not have a thorough understanding of the relation between temporal expressions.",
}

All datasets marked Permissive or share-alike | JSON

The same facts for your agent

A free MCP server at mcp.datalicense.uk/mcp. Connect it from an MCP client such as Claude or Cursor.

dataset_licence({ "id": "tasksource/temporal-nli" })
signal: "permissive"
stated_licence: "apache-2.0"
sources: 0