Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T10:59:48.971882Z
Paper Citation Record · LEDGER
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts
As of 23 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.03793.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
20 of 20 outbound references displayed
- verified exact0
- verified fuzzy11
- unresolved9
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation df744a3e-1b19-43aa-9f32-b8c45c137ecb · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:51.051880Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 92ca5ac7-1bb4-4072-a738-a2a1fc978834 · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:51.030984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 9ce5add6-090f-42dd-a89b-7d07987437b2 · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:51.014072Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 90565b89-8815-4e7a-b8c5-23f3dc60e9bf · outbound
This paper cites punctuated_text.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts punctuated_text
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.993633Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 21764a55-b520-41cd-b40d-f0df5dad40ad · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:50.977464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 8c24c005-8d46-4ff4-8d9d-67b59b8100a6 · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:50.957579Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b1a44e82-9f04-42ec-80f6-a7e727e01e0d · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:50.940086Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation ce706ac1-a9f9-4ec0-b2c7-28d13e85e684 · outbound
This paper cites punctuated_text.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts punctuated_text
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.919064Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 567dda69-61d7-4bcd-aaac-3be5384c4561 · outbound
This paper cites Correct use of period for German.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Correct use of period for German
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.897963Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d3323c2a-b506-4fb2-bbd8-575f43f0213f · outbound
This paper cites Correct comma usage for French clauses.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Correct comma usage for French clauses
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.876590Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1f6dc06e-f860-42f2-a6f8-e0078a85b9ce · outbound
This paper cites ", '...', « ... », „.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts ", '...', « ... », „
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.829162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation abad3143-ac7b-4a83-bd6d-ebf62fd6cfe9 · outbound
This paper cites Incorrect use of apostrophe for English possessive.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Incorrect use of apostrophe for English possessive
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.594174Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 3935ba05-beca-4c21-8a41-8c51e0277920 · outbound
This paper cites Colon used correctly before list in English.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Colon used correctly before list in English
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.337774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6cfc35a0-6647-48d2-b83a-bab4b441086b · outbound
This paper cites Sentence start capitalized correctly.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Sentence start capitalized correctly
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:50.161324Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bc6644d7-2732-49a2-82b9-06db98a48733 · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:49.974331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1ae0ab2a-517e-4bbb-b804-ca6e44d2cec2 · outbound
This paper cites Evaluate: Evaluate it strictly based on the criteria in the multilingual rubric, applying the rules and conventions standard to the *identified language*.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Evaluate: Evaluate it strictly based on the criteria in the multilingual rubric, applying the rules and conventions standard to the *identified language*
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:49.822176Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2306e37-0b44-49e6-b0c2-46ff3617832d · outbound
This paper cites Then, provide a score (1-5) and a brief comment for *each* numbered evaluation category in the rubric, justifyingyour assessment based on the identified language's norms.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Then, provide a score (1-5) and a brief comment for *each* numbered evaluation category in the rubric, justifyingyour assessment based on the identified language's norms
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:49.645819Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation bda3744d-d550-4735-abad-d848ae0fcd39 · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:49.478609Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7a77cfa4-859a-44ea-a87a-018342e80bdb · outbound
This paper cites an unresolved cited work.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T10:59:49.340454Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0c891b01-8011-4d56-85ca-7696073a8fd5 · outbound
This paper cites Identified_Language.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts Identified_Language
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T10:59:49.163556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.