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text that follows initial optical character recognition. Next, Section 3\n

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text ument pages, applying optical character recognition (OCR), and\n

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text the original images, perhaps aided by a language-specific spelling\n

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text checker). This digitization process results in a stream of text, with\n

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text some typography and layout preserved.\n

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text • insert $err#corr$ to indicate that the erroneous text in the original\n

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text • surround transliterations of Greek letters with [GREEK: and ];\n

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text and similarly surround transliterations of Hebrew letters with\n

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text [HEBREW: and ];\n

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text • indicate the presence of graphics by the notation [ILLUSTRATION];\n

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text • identify source text upon which Albertus Magnus is commenting\n

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text by inserting [@author:] at the start and [@] at the end, where\n

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text author is the name of the source text’s author;\n

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text • surround tables with |- at the start of each table’s first line and\n

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text processed are also corrected.\n

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text text format (RTF), using predetermined markup conventions as\n

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text Fashioning a Search Engine to Support Humanities Research DocEng ’18, August 28–31, 2018, Halifax, NS, Canada\n

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text These changes appear to be straightforward, and it is fairly sim-\n

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text ple to implement a converter that handles the vast majority of\n

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text the text correctly. However, complications arise when the various\n

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text markup conventions overlap in the text or occur in unanticipated\n

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text contexts. The remainder of this section illustrates some of the com-\n

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text plications encountered when recognizing the structure found in\n

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text the Alberti Magni e-corpus.\n

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text still record exactly where the word is split, an element is introduced\n

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text the slashes around the page or column number may well also be in\n

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text italics: these four variants are indistinguishable by a proof-reader\n

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text of the text in printed form. Again, conversion code must be able to\n

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text handle all these variants.\n

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text Inserting tags that reflect the collected works’ structures requires\n

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text significantly more attention. The starts of sections are often clearly\n

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text types of numbered sections (see Figure 2), and a variety of number-\n

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text sentence boundaries was adopted, based simply on punctuation\n

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text 5All examples in this section are present in the input texts and were discovered while\n

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text developing the conversion pipeline.\n

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text division opening nesting\n

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text d:liber LIBER\n

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text d:tract TRACTATUS >d:caput\n

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text d:caput CAPUT\n

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text different structures and substructures, as indicated in Section 1\n

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text e-corpus that correspond to (usually) numbered sections, together\n

", "default_label": "not_paragraph" }, "203": { "id": 203, "task_path": "images/000016_000203_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30863.jpg", "labeled": [ "not_paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 317, "y_top_left": 599, "width": 242, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30863, "_line": "with the possible text sequences that occur before the section num-\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "unknown" }, "hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "raw_text" }, "page_id": 2, "line_id": 30863, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 68, "name": "indentation", "value": "317", "is_mergeable": true }, { "start": 0, "end": 68, "name": "spacing", "value": "5", "is_mergeable": true }, { "start": 0, "end": 4, "name": "size", "value": "8", "is_mergeable": true }, { "start": 0, "end": 4, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 5, "end": 8, "name": "size", "value": "8", "is_mergeable": true }, { "start": 5, "end": 8, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 9, "end": 17, "name": "size", "value": "8", "is_mergeable": true }, { "start": 9, "end": 17, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 18, "end": 22, "name": "size", "value": "8", "is_mergeable": true }, { "start": 18, "end": 22, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 23, "end": 32, "name": "size", "value": "8", "is_mergeable": true }, { "start": 23, "end": 32, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 33, "end": 37, "name": "size", "value": "8", "is_mergeable": true }, { "start": 33, "end": 37, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 38, "end": 43, "name": "size", "value": "8", "is_mergeable": true }, { "start": 38, "end": 43, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 44, "end": 50, "name": "size", "value": "8", "is_mergeable": true }, { "start": 44, "end": 50, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 51, "end": 54, "name": "size", "value": "8", "is_mergeable": true }, { "start": 51, "end": 54, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 55, "end": 62, "name": "size", "value": "8", "is_mergeable": true }, { "start": 55, "end": 62, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 63, "end": 67, "name": "size", "value": "8", "is_mergeable": true }, { "start": 63, "end": 67, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 0, "end": 68, "name": "bounding box", "value": "{\"x_top_left\": 0.5179738562091504, \"y_top_left\": 0.7563131313131313, \"width\": 0.3954248366013072, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30863", "original_document": "1709714734_307.pdf", "color": "#ffa500" }, "additional_info": "

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text with the possible text sequences that occur before the section num-\n

", "default_label": "not_paragraph" }, "204": { "id": 204, "task_path": "images/000016_000204_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30873.jpg", "labeled": [ "not_paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 317, "y_top_left": 610, "width": 240, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30873, "_line": "ber appears. The third column indicates constraints on the nesting\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "unknown" }, "hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "raw_text" }, "page_id": 2, "line_id": 30873, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 67, "name": "indentation", "value": "317", "is_mergeable": true }, { "start": 0, "end": 67, "name": "spacing", "value": "5", "is_mergeable": true }, { "start": 0, "end": 3, "name": "size", "value": "8", "is_mergeable": true }, { "start": 0, "end": 3, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 4, "end": 12, "name": "size", "value": "8", "is_mergeable": true }, { "start": 4, "end": 12, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 13, "end": 16, "name": "size", "value": "8", "is_mergeable": true }, { "start": 13, "end": 16, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 17, "end": 22, "name": "size", "value": "8", "is_mergeable": true }, { "start": 17, "end": 22, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 23, "end": 29, "name": "size", "value": "8", "is_mergeable": true }, { "start": 23, "end": 29, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 30, "end": 39, "name": "size", "value": "8", "is_mergeable": true }, { "start": 30, "end": 39, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 40, "end": 51, "name": "size", "value": "8", "is_mergeable": true }, { "start": 40, "end": 51, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 52, "end": 54, "name": "size", "value": "8", "is_mergeable": true }, { "start": 52, "end": 54, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 55, "end": 58, "name": "size", "value": "8", "is_mergeable": true }, { "start": 55, "end": 58, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 59, "end": 66, "name": "size", "value": "8", "is_mergeable": true }, { "start": 59, "end": 66, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 0, "end": 67, "name": "bounding box", "value": "{\"x_top_left\": 0.5179738562091504, \"y_top_left\": 0.7702020202020202, \"width\": 0.39215686274509803, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30873", "original_document": "1709714734_307.pdf", "color": "#ffa500" }, "additional_info": "

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text ber appears. The third column indicates constraints on the nesting\n

", "default_label": "not_paragraph" }, "205": { "id": 205, "task_path": "images/000016_000205_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30878.jpg", "labeled": [ "not_paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 317, "y_top_left": 621, "width": 106, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30878, "_line": "of those divisions, as follows:\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "unknown" }, "hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "raw_text" }, "page_id": 2, "line_id": 30878, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 32, "name": "indentation", "value": "317", "is_mergeable": true }, { "start": 0, "end": 32, "name": "spacing", "value": "5", "is_mergeable": true }, { "start": 0, "end": 2, "name": "size", "value": "8", "is_mergeable": true }, { "start": 0, "end": 2, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 3, "end": 8, "name": "size", "value": "8", "is_mergeable": true }, { "start": 3, "end": 8, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 9, "end": 19, "name": "size", "value": "8", "is_mergeable": true }, { "start": 9, "end": 19, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 20, "end": 22, "name": "size", "value": "8", "is_mergeable": true }, { "start": 20, "end": 22, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 23, "end": 31, "name": "size", "value": "8", "is_mergeable": true }, { "start": 23, "end": 31, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 0, "end": 32, "name": "bounding box", "value": "{\"x_top_left\": 0.5179738562091504, \"y_top_left\": 0.7840909090909091, \"width\": 0.17320261437908496, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30878", "original_document": "1709714734_307.pdf", "color": "#ffa500" }, "additional_info": "

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text of those divisions, as follows:\n

", "default_label": "not_paragraph" }, "206": { "id": 206, "task_path": "images/000016_000206_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30882.jpg", "labeled": [ "paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 335, "y_top_left": 634, "width": 118, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30882, "_line": "leaf no nested substructures\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": false, "line_type": "unknown" }, "hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": false, "line_type": "raw_text" }, "page_id": 2, "line_id": 30882, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 29, "name": "indentation", "value": "335", "is_mergeable": true }, { "start": 0, "end": 29, "name": "spacing", "value": "7", "is_mergeable": true }, { "start": 0, "end": 4, "name": "size", "value": "8", "is_mergeable": true }, { "start": 0, "end": 4, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 5, "end": 7, "name": "size", "value": "8", "is_mergeable": true }, { "start": 5, "end": 7, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 8, "end": 14, "name": "size", "value": "8", "is_mergeable": true }, { "start": 8, "end": 14, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 15, "end": 28, "name": "size", "value": "8", "is_mergeable": true }, { "start": 15, "end": 28, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 0, "end": 29, "name": "bounding box", "value": "{\"x_top_left\": 0.5473856209150327, \"y_top_left\": 0.8005050505050505, \"width\": 0.19281045751633988, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30882", "original_document": "1709714734_307.pdf", "color": "#f00" }, "additional_info": "

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text leaf no nested substructures\n

", "default_label": "paragraph" }, "207": { "id": 207, "task_path": "images/000016_000207_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30886.jpg", "labeled": [ "not_paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 335, "y_top_left": 644, "width": 100, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30886, "_line": ">struc disallowed in struc\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "unknown" }, "hierarchy_level": { "level_1": 5, "level_2": 1, "can_be_multiline": false, "line_type": "list_item" }, "page_id": 2, "line_id": 30886, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 27, "name": "indentation", "value": "335", "is_mergeable": true }, { "start": 0, "end": 27, "name": "spacing", "value": "5", "is_mergeable": true }, { "start": 0, "end": 6, "name": "size", "value": "8", "is_mergeable": true }, { "start": 0, "end": 6, "name": "style", "value": "TOPBST+LinLibertineTI", "is_mergeable": true }, { "start": 7, "end": 17, "name": "size", "value": "8", "is_mergeable": true }, { "start": 7, "end": 17, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 18, "end": 20, "name": "size", "value": "8", "is_mergeable": true }, { "start": 18, "end": 20, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 21, "end": 26, "name": "size", "value": "8", "is_mergeable": true }, { "start": 21, "end": 26, "name": "style", "value": "TOPBST+LinLibertineTI", "is_mergeable": true }, { "start": 0, "end": 27, "name": "bounding box", "value": "{\"x_top_left\": 0.5473856209150327, \"y_top_left\": 0.8131313131313131, \"width\": 0.16339869281045752, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30886", "original_document": "1709714734_307.pdf", "color": "#ffa500" }, "additional_info": "

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text >struc disallowed in struc\n

", "default_label": "not_paragraph" }, "208": { "id": 208, "task_path": "images/000016_000208_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30894.jpg", "labeled": [ "not_paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 335, "y_top_left": 655, "width": 204, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30894, "_line": "-struc no nested substructures and disallowed in struc\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": true, "line_type": "unknown" }, "hierarchy_level": { "level_1": 5, "level_2": 1, "can_be_multiline": false, "line_type": "list_item" }, "page_id": 2, "line_id": 30894, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 55, "name": "indentation", "value": "335", "is_mergeable": true }, { "start": 0, "end": 55, "name": "spacing", "value": "5", "is_mergeable": true }, { "start": 0, "end": 6, "name": "size", "value": "8", "is_mergeable": true }, { "start": 0, "end": 6, "name": "style", "value": "TOPBST+LinLibertineTI", "is_mergeable": true }, { "start": 7, "end": 9, "name": "size", "value": "8", "is_mergeable": true }, { "start": 7, "end": 9, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 10, "end": 16, "name": "size", "value": "8", "is_mergeable": true }, { "start": 10, "end": 16, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 17, "end": 30, "name": "size", "value": "8", "is_mergeable": true }, { "start": 17, "end": 30, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 31, "end": 34, "name": "size", "value": "8", "is_mergeable": true }, { "start": 31, "end": 34, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 35, "end": 45, "name": "size", "value": "8", "is_mergeable": true }, { "start": 35, "end": 45, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 46, "end": 48, "name": "size", "value": "8", "is_mergeable": true }, { "start": 46, "end": 48, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 49, "end": 54, "name": "size", "value": "8", "is_mergeable": true }, { "start": 49, "end": 54, "name": "style", "value": "TOPBST+LinLibertineTI", "is_mergeable": true }, { "start": 0, "end": 55, "name": "bounding box", "value": "{\"x_top_left\": 0.5473856209150327, \"y_top_left\": 0.827020202020202, \"width\": 0.3333333333333333, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30894", "original_document": "1709714734_307.pdf", "color": "#ffa500" }, "additional_info": "

page_id 2

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text -struc no nested substructures and disallowed in struc\n

", "default_label": "not_paragraph" }, "209": { "id": 209, "task_path": "images/000016_000209_img_bbox_txt_4374ca4e0e90f8914081db46074534b9_30905.jpg", "labeled": [ "paragraph" ], "data": { "location": { "page_number": 2, "bbox": { "x_top_left": 317, "y_top_left": 668, "width": 242, "height": 5 }, "name": "", "rotated_angle": 0.0 }, "order": 30905, "_line": "There are 23 additional rules for those substructures (such as pro-\n", "_metadata": { "tag_hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": false, "line_type": "unknown" }, "hierarchy_level": { "level_1": null, "level_2": null, "can_be_multiline": false, "line_type": "raw_text" }, "page_id": 2, "line_id": 30905, "_LineMetadata__other_fields": {} }, "_annotations": [ { "start": 0, "end": 68, "name": "indentation", "value": "317", "is_mergeable": true }, { "start": 0, "end": 68, "name": "spacing", "value": "7", "is_mergeable": true }, { "start": 0, "end": 5, "name": "size", "value": "9", "is_mergeable": true }, { "start": 0, "end": 5, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 6, "end": 9, "name": "size", "value": "9", "is_mergeable": true }, { "start": 6, "end": 9, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 10, "end": 12, "name": "size", "value": "9", "is_mergeable": true }, { "start": 10, "end": 12, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 13, "end": 23, "name": "size", "value": "9", "is_mergeable": true }, { "start": 13, "end": 23, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 24, "end": 29, "name": "size", "value": "9", "is_mergeable": true }, { "start": 24, "end": 29, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 30, "end": 33, "name": "size", "value": "9", "is_mergeable": true }, { "start": 30, "end": 33, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 34, "end": 39, "name": "size", "value": "9", "is_mergeable": true }, { "start": 34, "end": 39, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 40, "end": 53, "name": "size", "value": "9", "is_mergeable": true }, { "start": 40, "end": 53, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 54, "end": 59, "name": "size", "value": "9", "is_mergeable": true }, { "start": 54, "end": 59, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 60, "end": 62, "name": "size", "value": "9", "is_mergeable": true }, { "start": 60, "end": 62, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 63, "end": 67, "name": "size", "value": "9", "is_mergeable": true }, { "start": 63, "end": 67, "name": "style", "value": "FMOOWJ+LinLibertineT", "is_mergeable": true }, { "start": 0, "end": 68, "name": "bounding box", "value": "{\"x_top_left\": 0.5179738562091504, \"y_top_left\": 0.8434343434343434, \"width\": 0.3954248366013072, \"height\": 0.006313131313131313, \"page_width\": 612, \"page_height\": 792}", "is_mergeable": false } ], "_uid": "txt_4374ca4e0e90f8914081db46074534b9_30905", "original_document": "1709714734_307.pdf", "color": "#f00" }, "additional_info": "

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text There are 23 additional rules for those substructures (such as pro-\n

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text bered. Using these tables, the ends of structures are recognized\n

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text much like a shift-reduce parser processes context free languages [9].\n

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text DocEng ’18, August 28–31, 2018, Halifax, NS, Canada Frank Wm. Tompa\n

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text Peri hermeneias (ed. Borgnet, 1890), Lib.II, tract.1, cap.13, p.92a\n

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text Epistula de ungelt (ed. Rieder, 1901), p.47\n

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text Figure 3: Examples of labels to identify match locations\n

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text The last major challenge to address when recognizing structure\n

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text is to place markers that can help to identify the locations of matches\n

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text found by the search engine. For each work, the specifications of\n

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text how to present each match are determined by the needs of the\n

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text scholars, as illustrated in Figure 3 with examples from the Alberti\n

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text Magni e-corpus.\n

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text do not have their own separate commentary. Thus, in Figure 3,\n

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