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fix: MD Backend, fixes to properly handle trailing inline text and emphasis in headers (#178)

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* Small fix to properly handle trailing inline text in the md backend

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Added proper handling of headers with bold, italic or emphasis

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* removed print

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Made smarter processing of headers, with arbitrary styling

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated docling-core to 2.2.1

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

* Updated tests because of the change in Markdown export in docling-core

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>

---------

Signed-off-by: Maksym Lysak <mly@zurich.ibm.com>
Co-authored-by: Maksym Lysak <mly@zurich.ibm.com>
This commit is contained in:
Maxim Lysak
2024-10-25 18:02:20 +02:00
committed by GitHub
parent 77a89c3334
commit 88c1673057
6 changed files with 279 additions and 255 deletions
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tests/data/groundtruth/docling_v2/2305.03393v1.md
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@@ -153,7 +153,7 @@ Table 2. TSR and cell detection results compared between OTSL and HTML on the Pu
To illustrate the qualitative differences between OTSL and HTML, Figure 5 demonstrates less overlap and more accurate bounding boxes with OTSL. In Figure 6, OTSL proves to be more effective in handling tables with longer token sequences, resulting in even more precise structure prediction and bounding boxes.
Fig. 5. The OTSL model produces more accurate bounding boxes with less overlap (E) than the HTML model (D), when predicting the structure of a sparse table (A), at twice the inference speed because of shorter sequence length (B),(C). "PMC2807444_006_00.png" PubTabNet. μ
Fig. 5. The OTSL model produces more accurate bounding boxes with less overlap (E) than the HTML model (D), when predicting the structure of a sparse table (A), at twice the inference speed because of shorter sequence length (B),(C). "PMC2807444\_006\_00.png" PubTabNet. μ
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@@ -161,7 +161,7 @@ Fig. 5. The OTSL model produces more accurate bounding boxes with less overlap (
≥
Fig. 6. Visualization of predicted structure and detected bounding boxes on a complex table with many rows. The OTSL model (B) captured repeating pattern of horizontally merged cells from the GT (A), unlike the HTML model (C). The HTML model also didn't complete the HTML sequence correctly and displayed a lot more of drift and overlap of bounding boxes. "PMC5406406_003_01.png" PubTabNet.
Fig. 6. Visualization of predicted structure and detected bounding boxes on a complex table with many rows. The OTSL model (B) captured repeating pattern of horizontally merged cells from the GT (A), unlike the HTML model (C). The HTML model also didn't complete the HTML sequence correctly and displayed a lot more of drift and overlap of bounding boxes. "PMC5406406\_003\_01.png" PubTabNet.
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