Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T05:44:40.549470Z
Paper Citation Record · LEDGER
As of 21 August 2026, this Paper Citation Record lists 60 of 60 outbound references and 5 inbound Pith citation observations for arXiv:2502.03160.
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 2026-08-09T05:44:40.549470Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:22.430293Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-21T10:04:06.626441Z
60 of 60 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation e5384d9c-c11b-460d-8041-402d39b41f01 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2401f05d-07a5-4893-a58f-561a3f784269 · outbound
AL-Bench: A Benchmark for Automatic Logging Unified Pre-training for Program Understanding and Generation
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea4c6404-004c-4d0b-9fd0-2ec1890770cb · outbound
AL-Bench: A Benchmark for Automatic Logging Large Language Models for Mathematical Reasoning: Progresses and Challenges
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fec1199-4ea0-49e4-8343-688aee9b1005 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9fb5ad54-589f-4b53-9312-d5281b577f1a · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 8aac2bb2-108c-4869-a35b-3a4085a2168a · outbound
AL-Bench: A Benchmark for Automatic Logging Language Models are Few-Shot Learners
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28081772-8e33-472b-b873-8242d9483a32 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d7d8aa1b-83db-4577-b009-35b8e59ed6fc · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c984a960-0aa7-4060-892b-6c3d467c2d65 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f2773a6c-31b3-4a6c-8c76-4c03ef171977 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 23ed2a8b-dcc1-4203-94ee-fc732ab08692 · outbound
AL-Bench: A Benchmark for Automatic Logging Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdc8375e-40c5-407c-a4aa-6eb35b788349 · outbound
AL-Bench: A Benchmark for Automatic Logging Zhang, Han Bao, Hanwei Xu, Haocheng Wang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Ling Qu, J
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 564b8128-26c6-4008-9a2f-13724b7a238c · outbound
AL-Bench: A Benchmark for Automatic Logging Zhang, and Tao Xie
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a9ced8af-2092-4bee-a899-f7b9e5a4d929 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1ebbc540-0c53-417d-83c0-052779f5a1de · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 7e1feb52-85e6-4e15-8b9b-ceacb7ccf78f · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 1edd95b0-9699-44af-ab25-e42a845b49c7 · outbound
AL-Bench: A Benchmark for Automatic Logging Floridi and Massimo Chiriatti
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b16cbbed-9bc0-4b65-8a0c-35a74082c875 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bbfb1e11-7338-491e-a37d-3e2872c43032 · outbound
AL-Bench: A Benchmark for Automatic Logging Translation
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e767cc1b-5f02-4fb2-9bc6-aa1f99ccb297 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation e8c48681-5675-4c7b-8a07-18bdadcd25c9 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91e74c2f-86e9-472f-90a4-462254d7f38c · outbound
AL-Bench: A Benchmark for Automatic Logging Lyu, and D
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 661cbeac-7307-4fdb-a7e9-67c892a41fc1 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation eec6495d-6a8e-45ae-91ba-4b85062da198 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 327886ea-8f79-4c5c-946a-b17e034725c8 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a03502e8-8d04-4a0a-941f-0e57144c50c0 · outbound
AL-Bench: A Benchmark for Automatic Logging A Survey on Large Language Models for Code Generation
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 338c4bcf-8c0f-4dc8-8769-70f681620070 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 9c634c16-6fdb-480b-862f-f28ecd4fc46a · outbound
AL-Bench: A Benchmark for Automatic Logging Go Static: Contextualized Logging Statement Generation
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5a68a205-4470-4954-a2b1-efa6c444487b · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation b698fb6b-7bed-4fc4-b056-fa4efde4fd67 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a40e5db6-a5a3-4c0a-9be6-93759e0a31c3 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation a2ad9bf1-d7d9-4486-bc27-e7359f3f434f · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation bce3b3af-1752-4812-b04e-15a28c0be8cb · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 513a1910-2f85-4b14-bd71-13ec7bba5f0a · outbound
AL-Bench: A Benchmark for Automatic Logging Hassan, and Shanping Li
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 88d7aebc-70ce-4aed-bd60-1fb68a94e2a9 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 70ae2030-da39-4ef6-9059-387f5a33f2ee · outbound
AL-Bench: A Benchmark for Automatic Logging Log Statements Generation via Deep Learning: Widening the Support Provided to Developers
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4ae3342e-b298-4f44-ac62-de1606b42d4e · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d44561c8-30d0-4258-b679-8130bc5a1365 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 2548efef-754d-4a14-b31f-3da741ebe11e · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e6d24ee-7348-46be-bf99-8602442eb000 · outbound
AL-Bench: A Benchmark for Automatic Logging Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 09bde833-e5d5-4941-9d31-713248bb70cc · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 58182768-ce9e-4df5-84d9-31bef66fe19f · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5139c500-3a82-467a-a747-dcbb7fed4541 · outbound
AL-Bench: A Benchmark for Automatic Logging Code Llama: Open Foundation Models for Code
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54201a7f-7487-49a8-90c0-66135662c515 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation dd1d772c-34bd-4950-a29b-279432ffc103 · outbound
AL-Bench: A Benchmark for Automatic Logging Hassan, and Patrick Martin
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f4d0732c-fb88-4287-8e54-ddf2ba73e8cb · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 5e8dcc29-06c7-46ae-858a-4f7e90640034 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 720b9ea6-5035-4316-8d9f-cef64dad154a · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation afd02495-c149-409d-9073-35bdc3be1c3a · outbound
AL-Bench: A Benchmark for Automatic Logging Rajmohan, and Dongmei Zhang
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ead1135e-2ddd-409d-ba99-298784b1ffe0 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c0a34f4c-1612-42f1-ae1e-21d1fe9be552 · outbound
AL-Bench: A Benchmark for Automatic Logging Aligning the Objective of LLM-based Program Repair
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1ad5db7f-49e5-4a4a-8b63-39f1e139b596 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation ae1d5307-4271-4054-a7f5-8e51fbb49d3e · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 220fb9f2-7181-435a-9767-915afe9c4984 · outbound
AL-Bench: A Benchmark for Automatic Logging de Pádua, Weiyi Shang, Catalin Sporea, Andrei Toma, and Sarah Sajedi
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 3a668345-cf31-46f9-ab67-b323ee7dfc01 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 433c4109-8482-4ad6-910c-fb18674f6df8 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation c507e911-a093-4ad9-b477-a184164007ef · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f980e7f3-b44e-4970-8af6-8bf0d1365b59 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f1a0af24-d5c3-47f6-a278-fbd60d2950d5 · outbound
AL-Bench: A Benchmark for Automatic Logging Lyu, and D
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation f8fc449d-f261-459b-8504-43949c525c21 · outbound
AL-Bench: A Benchmark for Automatic Logging Unresolved cited work
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation 341e830d-1ce2-42f8-9df1-2de6bba2a762 · inbound
Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation AL-Bench: A Benchmark for Automatic Logging
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b15820b-4e8d-4b74-b3fc-b0124f48bda5 · inbound
A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data AL-Bench: A Benchmark for Automatic Logging
Reference 207
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1673f608-cb06-4ced-b5c0-df9d07921f97 · inbound
ReLog: Execution-Aware Logging with Runtime Feedback for LLM-Oriented Debugging AL-Bench: A Benchmark for Automatic Logging
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6084346b-a4c6-4bcc-ae86-0658eb30e707 · inbound
LLM4Log: A Systematic Review of Large Language Model-based Log Analysis AL-Bench: A Benchmark for Automatic Logging
Reference 167
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.
Observation d643df07-0c40-49ba-adae-e10c94c51857 · inbound
LLM4Log: A Systematic Review of Large Language Model-based Log Analysis AL-Bench: A Benchmark for Automatic Logging
Reference 167
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.