Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T05:52:48.606188Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2606.12801.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T05:52:48.606188Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
35 of 35 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation c4080f46-31ec-46a3-8f38-a0baa8e59991 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models zero-shot prompting , author=
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebaa2e18-0155-46b2-baec-4e3918663afb · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Computer Assisted Language Learning , pages=
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb086fd7-2ef2-41e4-aa65-ecf817582bb6 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Assessing Writing , volume=
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 151851bb-7a86-42ea-a1e0-da79e77d0a88 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60f5d33e-3142-48dd-ba33-07a77105e5b7 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Heliyon , volume=
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ef9dba5-ca5b-4a7a-8baf-edd75aa29bc3 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Fine-tuning
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b412984b-827f-49e2-8153-aad55600c4d5 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Automated Text Scoring in the Age of Generative AI for the GPU-poor
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b464c806-5c86-4262-ab39-48867faf6662 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Exploring the potential of using an
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 22ca8eb2-a534-4ad3-882a-1f1078490b86 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53309734-687a-4b0e-bd2d-0325cd7a1447 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Proceedings of the 2024 8th International Conference on Computer Science and Artificial Intelligence (CSAI) , pages=
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb27acb4-194a-4619-94b7-b4d16b38da71 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models From Prompting to Preference Optimization: A Comparative Study of
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 53f46486-a061-4d10-8e69-305c65ddac13 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Applying large language models for automated essay scoring for non-native
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 867df253-a08c-4a54-b8cf-cddf46bdc2b4 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Applied Sciences , volume=
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13b30fdd-bcae-4c31-91ea-3f2a244d4f4f · outbound
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ef7daec-a666-499e-94a9-224f1f1cb45a · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Artificial intelligence review , volume=
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e475b4f-7fc5-45a4-a70a-05b7ad71bc9e · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , journal=
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26f0fd9c-6121-4f9a-827d-6862d7b88770 · outbound
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e1b89f9-d48b-458e-802b-b6b05c0b3c3d · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models How Much is Too Much? Exploring
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0780df5-7879-4251-af5f-3152f8d34aca · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Subspace Geometry Governs Catastrophic Forgetting in Low- Rank Adaptation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d3ac0bbe-cdd3-47ef-86ce-fb0b1579afdf · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41686858-c263-4c74-b9d4-2ee8eaa1a275 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Advances in Neural Information Processing Systems , volume=
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc2a35c4-f396-41ac-a025-ffef4b245792 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Gemma: Open Models Based on Gemini Research and Technology
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 513cd1ef-8e4a-4e29-be2d-40c9ee1c7a74 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Unresolved cited work
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c848900-8c38-4d6e-83a8-a6a3b061cc29 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models An empirical study of
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50c9c5ff-8b4c-4206-a5d1-a966d921d49a · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models cpp Quantization on Llama-3.1-8B-Instruct , author=
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f62c8b28-1ecd-4245-b68d-a8f7a33ba26c · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models International Conference on Artificial Intelligence in Education , pages=
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fd6378a-8d24-4f0c-907c-8efcac2fbd6b · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Open-source
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97b7127f-4991-4ca5-8c8f-54c64f5684f3 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Proceedings of the 62nd annual meeting of the association for computational linguistics (volume 3: system demonstrations) , pages=
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96b37678-021f-4332-afcb-d5f7f1db81b4 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Unresolved cited work
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36815bfe-782d-4f47-8819-397230eac329 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models A systematic review of large language models in
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 43703706-c7d9-4b4e-a1cb-007fd0a1da6e · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models 2013 , publisher=
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b1c6371-4d41-45ed-9877-17b32d96fb50 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models 2025 , howpublished=
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49b30e61-1587-4cc6-bd92-a6ab81cfe201 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Enhancing privacy-preserving deployable large language models for perioperative complication detection: a targeted strategy with
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f02cf3fa-5512-46eb-a566-2595bbbfa622 · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models NPJ Digital Medicine , year=
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11cb8153-b029-41c5-9bb7-5b948fb5638c · outbound
AiAWE: An Open-Source LLM Automated Writing Evaluation System Using LoRA-Adapted Instruction-Tuned Models Monitoring of scoring using the e-rater
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.