Paper Citation Record · LEDGER

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning

As of 20 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2608.03138.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.03138 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:57:10.238311Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy15
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e9bbbdd-9722-4d45-a290-a061280c9721 · outbound

This paper cites A Vision for Auto Research with LLM Agents.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning A Vision for Auto Research with LLM Agents

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:57:10.171022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6fc85c3-f3a6-49d9-a08e-8f1c7f970a5d · outbound

This paper cites theSpeechFakedatasetwasdeveloped.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning theSpeechFakedatasetwasdeveloped

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.597849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cae27828-6e0c-4a33-8957-36c326523d47 · outbound

This paper cites may suggest.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning may suggest

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.471542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 629f6ed1-84b2-4518-a603-e86d1d76c290 · outbound

This paper cites an unresolved cited work.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:10.589169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 86bab080-ddb7-4e2e-ad79-959976aedce7 · outbound

This paper cites an unresolved cited work.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:10.580426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d301441d-4c4d-42b4-aa34-6180a90d061a · outbound

This paper cites an unresolved cited work.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Unresolved cited work

Reference 83

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:10.571462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 936ce0e6-e16c-46a6-9171-268604c08261 · outbound

This paper cites sections.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning sections

Reference 104

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.562356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0a8b5827-9c66-4b51-9101-a06a8b652bcb · outbound

This paper cites ( The content text is about 90 words ).

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning ( The content text is about 90 words )

Reference 151

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.507871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f357384c-6dbf-4298-87c2-b367c3985736 · outbound

This paper cites ( The content text is about 180 words ).

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning ( The content text is about 180 words )

Reference 162

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.499187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5589c648-fdb3-402c-8794-f8a286249d26 · outbound

This paper cites ( The content text is about 230 words ).

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning ( The content text is about 230 words )

Reference 173

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.489821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bab55775-bb09-4aa0-ba05-e139228a7cd0 · outbound

This paper cites [1]" , "( Author , Year ).

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning [1]" , "( Author , Year )

Reference 184

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.480880Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9a1366a-2e00-4640-9c70-ee4bde0db478 · outbound

This paper cites Section 3 presents ... , Section 4 describes ... , Section 5 shows.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Section 3 presents ... , Section 4 describes ... , Section 5 shows

Reference 242

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.461646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3b8f2b82-d2ce-4c0d-b1e5-34153be42978 · outbound

This paper cites an unresolved cited work.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Unresolved cited work

Reference 341

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:10.552410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 879c9a9c-e4d5-43a8-9391-847301e2850f · outbound

This paper cites There should be no section 1 , section 2 , section 1 sequences.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning There should be no section 1 , section 2 , section 1 sequences

Reference 352

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.542903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 55aea308-61d2-4331-b2ba-86412566f436 · outbound

This paper cites an unresolved cited work.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Unresolved cited work

Reference 363

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:10.533990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd83f75e-8bb1-4bda-98cc-abb4344a8e63 · outbound

This paper cites an unresolved cited work.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Unresolved cited work

Reference 374

Resolution: unresolved; raw_fallback, observed 2026-08-06T00:57:10.525444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e0bbafa6-ead3-4241-88eb-885929e1a64a · outbound

This paper cites this " or.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning this " or

Reference 385

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.516685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6227b4e7-659a-4e32-b4f3-75a28365b8bf · outbound

This paper cites We introduce X , comprising 3 M samples across 46 languages -10 times larger than prior benchmarks.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning We introduce X , comprising 3 M samples across 46 languages -10 times larger than prior benchmarks

Reference 473

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.451459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 08188141-f29d-4a81-82ff-1fcaef34c191 · outbound

This paper cites as shown in Figure X.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning as shown in Figure X

Reference 644

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.440104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9be18dd-0309-47b5-93cb-abbded2e9e39 · outbound

This paper cites With the rapid advancement of X.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning With the rapid advancement of X

Reference 735

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.429409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4a8ced9f-42e6-4c11-9743-c83198123319 · outbound

This paper cites contributions can be summarized as follows.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning contributions can be summarized as follows

Reference 816

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.419910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 155c52ff-1822-44ea-9f0e-ecbd122cd0ad · outbound

This paper cites DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

Reference 1478

Resolution: unresolved; no resolver link, observed 2026-08-06T00:57:10.164258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daab2e5e-ac57-4313-8d60-9767eeee6980 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Agent Laboratory: Using LLM Agents as Research Assistants

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T00:57:10.174731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7941e7d6-395a-4169-bebb-29c4dde3f0db · outbound

This paper cites Zimmermann, R.; Staab, M.; Nasseri, M.; and Brandtner, P.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Zimmermann, R.; Staab, M.; Nasseri, M.; and Brandtner, P

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:57:10.607074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0d502f7f-5f06-4348-a46f-6faee97d129a · outbound

This paper cites Let's Use ChatGPT To Write Our Paper! Benchmarking LLMs To Write the Introduction of a Research Paper.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning Let's Use ChatGPT To Write Our Paper! Benchmarking LLMs To Write the Introduction of a Research Paper

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-06T00:57:10.159519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ac051ca-1877-4624-8065-4adc34727d0c · outbound

This paper cites arXiv:2601.05688.

Internalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning arXiv:2601.05688

Reference 2026

Resolution: unresolved; no resolver link, observed 2026-08-06T00:57:10.167698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.