fetch_openreview
Fetch publications submitted to one or more conferences via OpenReview.
Usage
The following example shows how the step can be used in a recipe.Examples
Examples
To fetch papers from ICML and NeurIPS conferences and workshops, the input column may contain the values
["NeurIPS.*Conference", "neurips.*workship", "ICML.*Conference", "icml.*workshop"]To fetch the corresponding papers (the default parameters are optional):Inputs & Outputs
The following are the inputs expected by the step and the outputs it produces. These are generally columns (ds.first_name), datasets (ds or ds[["first_name", "last_name"]]) or models (referenced
by name e.g. "churn-clf").
Inputs
Inputs
Outputs
Outputs
A new dataset containing details about the submitted publications.
Configuration
The following parameters can be used to configure the behaviour of the step by including them in a json object as the last “input” to the step, i.e.step(..., {"param": "value", ...}) -> (output).
Parameters
Parameters
Whether the inputs are venues to search for.
If
false, expects explicit reference IDs to conference invitations on openreview.net,
e.g. “ICLR.cc/2023/Conference/-/Blind_Submission”.Whether the input values are regex patterns.
If
true, the input values are treated as regex patterns to search for in the venue names.
If false, searches for exact substrings in venue names.