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ArXiv:
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5b6c9ca
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Parent(s):
7c76967
Update baidu-ultr_baidu-mlm-ctr.py
Browse files- baidu-ultr_baidu-mlm-ctr.py +32 -0
baidu-ultr_baidu-mlm-ctr.py
CHANGED
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@@ -54,6 +54,9 @@ class BaiduUltrBuilder(datasets.GeneratorBasedBuilder):
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CLICK_FEATURES = Features(
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{
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"query_id": Value("string"),
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"query_md5": Value("string"),
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"url_md5": Sequence(Value("string")),
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"text_md5": Sequence(Value("string")),
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@@ -65,18 +68,47 @@ class BaiduUltrBuilder(datasets.GeneratorBasedBuilder):
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"displayed_time": Sequence(Value("float32")),
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"serp_height": Sequence(Value("int32")),
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"slipoff_count_after_click": Sequence(Value("int32")),
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}
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)
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ANNOTATION_FEATURES = Features(
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{
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"query_id": Value("string"),
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"query_md5": Value("string"),
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"text_md5": Value("string"),
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"query_document_embedding": Array2D((None, 768), "float16"),
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"label": Sequence(Value("int32")),
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"n": Value("int32"),
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"frequency_bucket": Value("int32"),
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}
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)
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CLICK_FEATURES = Features(
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{
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"query_id": Value("string"),
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"query": Array2D((None, 128), "int32"),
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"title": Array2D((None, 128), "int32"),
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"abstract": Array2D((None, 128), "int32"),
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"query_md5": Value("string"),
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"url_md5": Sequence(Value("string")),
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"text_md5": Sequence(Value("string")),
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"displayed_time": Sequence(Value("float32")),
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"serp_height": Sequence(Value("int32")),
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"slipoff_count_after_click": Sequence(Value("int32")),
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"bm25": Sequence(Value("float32")),
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"title_bm25": Sequence(Value("float32")),
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"abstract_bm25": Sequence(Value("float32")),
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"tf_idf": Sequence(Value("float32")),
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"tf": Sequence(Value("float32")),
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"idf": Sequence(Value("float32")),
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"ql_jelinek_mercer_short": Sequence(Value("float32")),
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"ql_jelinek_mercer_long": Sequence(Value("float32")),
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"ql_dirichlet": Sequence(Value("float32")),
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"query_length": Sequence(Value("int32")),
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"document_length": Sequence(Value("int32")),
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"title_length": Sequence(Value("int32")),
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"abstract_length": Sequence(Value("int32")),
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}
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)
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ANNOTATION_FEATURES = Features(
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{
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"query_id": Value("string"),
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"query": Array2D((None, 128), "int32"),
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"title": Array2D((None, 128), "int32"),
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"abstract": Array2D((None, 128), "int32"),
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"query_md5": Value("string"),
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"text_md5": Value("string"),
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"query_document_embedding": Array2D((None, 768), "float16"),
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"label": Sequence(Value("int32")),
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"n": Value("int32"),
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"frequency_bucket": Value("int32"),
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"bm25": Sequence(Value("float32")),
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"title_bm25": Sequence(Value("float32")),
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"abstract_bm25": Sequence(Value("float32")),
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"tf_idf": Sequence(Value("float32")),
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"tf": Sequence(Value("float32")),
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"idf": Sequence(Value("float32")),
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"ql_jelinek_mercer_short": Sequence(Value("float32")),
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"ql_jelinek_mercer_long": Sequence(Value("float32")),
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"ql_dirichlet": Sequence(Value("float32")),
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"query_length": Sequence(Value("int32")),
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"document_length": Sequence(Value("int32")),
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"title_length": Sequence(Value("int32")),
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"abstract_length": Sequence(Value("int32")),
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}
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)
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