Update medical-bios.py

medical-bios.py

@@ -21,7 +21,7 @@ import textwrap
 import datasets
 
 
-MAIN_CITATION = """NA"""
+MAIN_CITATION = """https://aclanthology.org/2023.emnlp-main.427/"""
 _DESCRIPTION = """NA"""
 MAIN_PATH = 'https://huggingface.co/datasets/coastalcph/medical-bios/resolve/main'
 
@@ -76,22 +76,16 @@ class XAIFairness(datasets.GeneratorBasedBuilder):
             url="https://github.com/microsoft/biosbias",
             citation=textwrap.dedent(
                 """\
-            @inproceedings{10.1145/3287560.3287572,
-                            author = {De-Arteaga, Maria and Romanov, Alexey and Wallach, Hanna and Chayes, 
-                            Jennifer and Borgs, Christian and Chouldechova, Alexandra and Geyik, Sahin 
-                            and Kenthapadi, Krishnaram and Kalai, Adam Tauman},
-                            title = {Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting},
-                            year = {2019},
-                            isbn = {9781450361255},
-                            publisher = {Association for Computing Machinery},
-                            address = {New York, NY, USA},
-                            url = {https://doi.org/10.1145/3287560.3287572},
-                            doi = {10.1145/3287560.3287572},
-                            booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency},
-                            pages = {120–128},
-                            numpages = {9},
-                            location = {Atlanta, GA, USA},
-                            series = {FAT* '19}
+            @inproceedings{eberle-etal-2023-rather,
+                title = "Rather a Nurse than a Physician - Contrastive Explanations under Investigation",
+                author = "Eberle, Oliver  and
+                  Chalkidis, Ilias  and
+                  Cabello, Laura  and
+                  Brandl, Stephanie",
+                booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
+                year = "2023",
+                publisher = "Association for Computational Linguistics",
+                url = "https://aclanthology.org/2023.emnlp-main.427",
             }"""
             ),
         ),
@@ -113,22 +107,16 @@ class XAIFairness(datasets.GeneratorBasedBuilder):
             url="https://github.com/microsoft/biosbias",
             citation=textwrap.dedent(
                 """\
-            @inproceedings{10.1145/3287560.3287572,
-                            author = {De-Arteaga, Maria and Romanov, Alexey and Wallach, Hanna and Chayes, 
-                            Jennifer and Borgs, Christian and Chouldechova, Alexandra and Geyik, Sahin 
-                            and Kenthapadi, Krishnaram and Kalai, Adam Tauman},
-                            title = {Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting},
-                            year = {2019},
-                            isbn = {9781450361255},
-                            publisher = {Association for Computing Machinery},
-                            address = {New York, NY, USA},
-                            url = {https://doi.org/10.1145/3287560.3287572},
-                            doi = {10.1145/3287560.3287572},
-                            booktitle = {Proceedings of the Conference on Fairness, Accountability, and Transparency},
-                            pages = {120–128},
-                            numpages = {9},
-                            location = {Atlanta, GA, USA},
-                            series = {FAT* '19}
+            @inproceedings{eberle-etal-2023-rather,
+                title = "Rather a Nurse than a Physician - Contrastive Explanations under Investigation",
+                author = "Eberle, Oliver  and
+                  Chalkidis, Ilias  and
+                  Cabello, Laura  and
+                  Brandl, Stephanie",
+                booktitle = "Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing",
+                year = "2023",
+                publisher = "Association for Computational Linguistics",
+                url = "https://aclanthology.org/2023.emnlp-main.427",
             }"""
             ),
         ),
@@ -205,8 +193,8 @@ class XAIFairness(datasets.GeneratorBasedBuilder):
                 if self.config.name == "rationales":
                     example["foil"] = data["foil"]
                     example["words"] = data["words"]
-                    example["rationale"] = data["rationale"]
-                    example["contrastive_rationale"] = data["contrastive_rationale"]
+                    example["rationales"] = data["rationales"]
+                    example["contrastive_rationales"] = data["contrastive_rationales"]
                     example["annotations"] = data["annotations"]
                     example["contrastive_annotations"] = data["contrastive_annotations"]
                 yield id_, example