Update adaptable_dummies.com.py

adaptable_dummies.com.py

@@ -19,23 +19,20 @@ import pandas as pd
 
 import datasets
 
-
-# TODO: Add BibTeX citation
 _CITATION = """\
-@InProceedings{huggingface:dataset,
-title = {TODO: UPDATE TITLE HERE},
-author={TODO: BUT AUTHORS HERE},
-year={2020}
+@misc{https://ethanperez.net/adaptable,
+  author = {Chan, Jun Shern and Pieler, Michael and Jao, Jonathan and Scheurer, Jérémy and Perez, Ethan},
+  title = {Exploring Few-Shot Adaptation of Language Models with Tables},
+  publisher = {arXiv},
+  year = {2022},
 }
 """
 
-# TODO: Update description
 _DESCRIPTION = """\
-The AdapTable dataset consists of tables that naturally occur on the web, that are formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance. For more details please see the accompanying dataset card.
+The AdapTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance. For more details please see the accompanying dataset card.
 """
 
-# TODO: Add a link to an official homepage for the dataset here
-_HOMEPAGE = ""
+_HOMEPAGE = "https://ethanperez.net/adaptable"
 
 _LICENSE = "Apache 2.0"
 
@@ -45,9 +42,8 @@ logger = datasets.logging.get_logger(__name__)
 
 
 class AdapTableSite(datasets.GeneratorBasedBuilder):
-    # TODO: Update docs:
     """
-    The AdapTable dataset consists of tables that naturally occur on the web, that are formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance. For more details please see the accompanying dataset card.
+    The AdapTable dataset consists of web tables formatted as few-shot tasks for fine-tuning language models to improve their few-shot performance. For more details please see the accompanying dataset card.
     """
 
     VERSION = datasets.Version("1.0.0")