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Paper Citation Record · LEDGER

AL-Bench: A Benchmark for Automatic Logging

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.

pith.paper-citation-record.v1
2502.03160 v3

Coverage vector

measured 60 of 60 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:44:40.549470Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:02:22.430293Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T10:04:06.626441Z

Reference resolution

60 of 60 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved48
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e5384d9c-c11b-460d-8041-402d39b41f01 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.141434Z

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.

source=pdf_text observed=2026-08-09T05:44:40.349597Z digest=sha256:d5af7ee37441c1f420bbb7038f50fc6f6688e0614f9cb5d46d17be3d63fc3fcf

Observation 2401f05d-07a5-4893-a58f-561a3f784269 · outbound

This paper cites Unified Pre-training for Program Understanding and Generation.

AL-Bench: A Benchmark for Automatic Logging Unified Pre-training for Program Understanding and Generation

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.353822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.353822Z digest=sha256:3ad7fd169ef7c395685f7ff162a35882c353980dece871e58350586b01636fce

Observation ea4c6404-004c-4d0b-9fd0-2ec1890770cb · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

AL-Bench: A Benchmark for Automatic Logging Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.357587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.357587Z digest=sha256:b63e669743690fe49cdfe65aed7b0e4a9adcc67aa4d8fc1c792059e5658656c0

Observation 2fec1199-4ea0-49e4-8343-688aee9b1005 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.131795Z

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.

source=pdf_text observed=2026-08-09T05:44:40.361876Z digest=sha256:8dc6bd4eaa7e67a91dc9affcfa6f9259971ec6ae9f035a0456b665096ce9733c

Observation 9fb5ad54-589f-4b53-9312-d5281b577f1a · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.120395Z

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.

source=pdf_text observed=2026-08-09T05:44:40.365455Z digest=sha256:4a36e7293682376a78a89f8c978bfd6ddda1abebdf2f2f94d532184acea8479e

Observation 8aac2bb2-108c-4869-a35b-3a4085a2168a · outbound

This paper cites Language Models are Few-Shot Learners.

AL-Bench: A Benchmark for Automatic Logging Language Models are Few-Shot Learners

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.369163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.369163Z digest=sha256:67db30dbe94d58bc9743a5b02b1ba279c26fbb124acbb61ddde9cb61fd876bc7

Observation 28081772-8e33-472b-b873-8242d9483a32 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.110426Z

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.

source=pdf_text observed=2026-08-09T05:44:40.373541Z digest=sha256:ace7b5270c9ebc3c4a3d237b867c620ba56937f82cec003d6467fd0f72712c08

Observation d7d8aa1b-83db-4577-b009-35b8e59ed6fc · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.101067Z

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.

source=pdf_text observed=2026-08-09T05:44:40.377378Z digest=sha256:a07769d676f558b0a822bb25047de504bb1f094a922398d9b9e1f662e2f837b5

Observation c984a960-0aa7-4060-892b-6c3d467c2d65 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.092112Z

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.

source=pdf_text observed=2026-08-09T05:44:40.380790Z digest=sha256:b3b679cdc9305b5630c89b61668aa685ccebb936c23706b25d853f85a0306251

Observation f2773a6c-31b3-4a6c-8c76-4c03ef171977 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.082953Z

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.

source=pdf_text observed=2026-08-09T05:44:40.384266Z digest=sha256:238b5454577edcc9eb47e0f4049b88e7ded4df3875bbd51266c90e7c3dce78e9

Observation 23ed2a8b-dcc1-4203-94ee-fc732ab08692 · outbound

This paper cites Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection.

AL-Bench: A Benchmark for Automatic Logging Experience Report: Deep Learning-based System Log Analysis for Anomaly Detection

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.387832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.387832Z digest=sha256:0693e41ccc6990e7c8bf82ee1c9a3df736dd09a6a34e337e3c3725295ad1b24a

Observation bdc8375e-40c5-407c-a4aa-6eb35b788349 · outbound

This paper cites Zhang, Han Bao, Hanwei Xu, Haocheng Wang, Haowei Zhang, Honghui Ding, Huajian Xin, Huazuo Gao, Hui Li, Hui Ling Qu, J.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:41.073511Z

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.

source=pdf_text observed=2026-08-09T05:44:40.391725Z digest=sha256:8061c0344942b3095c2055331ed330930a10074a6c821a70ea0a75605fdc279a

Observation 564b8128-26c6-4008-9a2f-13724b7a238c · outbound

This paper cites Zhang, and Tao Xie.

AL-Bench: A Benchmark for Automatic Logging Zhang, and Tao Xie

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:41.063343Z

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.

source=pdf_text observed=2026-08-09T05:44:40.396086Z digest=sha256:495d34f030bfa8e48d8ce8d73fc247993ff96d3564aa5df9248b759e40bc25c4

Observation a9ced8af-2092-4bee-a899-f7b9e5a4d929 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.052541Z

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.

source=pdf_text observed=2026-08-09T05:44:40.399545Z digest=sha256:430dc3feaaed04136296e8ce1dea39d08e60e131e508d049cf2ff77ac1765112

Observation 1ebbc540-0c53-417d-83c0-052779f5a1de · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.041573Z

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.

source=pdf_text observed=2026-08-09T05:44:40.402885Z digest=sha256:58e5ac172363fca2938fedfcbbba83a34c1e155134bba0543f49798a2a2ca8ae

Observation 7e1feb52-85e6-4e15-8b9b-ceacb7ccf78f · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.029526Z

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.

source=pdf_text observed=2026-08-09T05:44:40.406303Z digest=sha256:259c70b4aef2c630100df9c900d429ee538351ee8122ae08e9bab6dd0d4d16ef

Observation 1edd95b0-9699-44af-ab25-e42a845b49c7 · outbound

This paper cites Floridi and Massimo Chiriatti.

AL-Bench: A Benchmark for Automatic Logging Floridi and Massimo Chiriatti

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:41.018571Z

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.

source=pdf_text observed=2026-08-09T05:44:40.409466Z digest=sha256:4ec1f862ce1146536256461c409a807549a1635194ba6ff0d71e71d08d38e03f

Observation b16cbbed-9bc0-4b65-8a0c-35a74082c875 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:41.007973Z

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.

source=pdf_text observed=2026-08-09T05:44:40.412860Z digest=sha256:d71e57c5cb389e6662e69cce4c1dcd74c12f5beceaf34754d96bf1e45bfc839d

Observation bbfb1e11-7338-491e-a37d-3e2872c43032 · outbound

This paper cites Translation.

AL-Bench: A Benchmark for Automatic Logging Translation

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.997810Z

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.

source=pdf_text observed=2026-08-09T05:44:40.416009Z digest=sha256:7eb83594dffcc62a959b8508a8969b4ffbbb5c96b3fee259fc5569822b63ad81

Observation e767cc1b-5f02-4fb2-9bc6-aa1f99ccb297 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.987410Z

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.

source=pdf_text observed=2026-08-09T05:44:40.419554Z digest=sha256:5447cebf77e9720cb57663e585a4efb1f057fccf6afe79a93d9d40c873b7e72c

Observation e8c48681-5675-4c7b-8a07-18bdadcd25c9 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.422748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.422748Z digest=sha256:1f086499d7e73206e16ebe5b72c1920cab0344f862b0830c037787f3a237ea82

Observation 91e74c2f-86e9-472f-90a4-462254d7f38c · outbound

This paper cites Lyu, and D.

AL-Bench: A Benchmark for Automatic Logging Lyu, and D

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.972674Z

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.

source=pdf_text observed=2026-08-09T05:44:40.426068Z digest=sha256:0cc17bae5ad103ffbf604ced9345dbfb1e87852b1f7c2f0062f2ed4ed905c5d5

Observation 661cbeac-7307-4fdb-a7e9-67c892a41fc1 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.963262Z

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.

source=pdf_text observed=2026-08-09T05:44:40.429272Z digest=sha256:59329362ffd7ffc97df85bdeab8354ad22467771b8f092ea6c73f8fe3d8afba1

Observation eec6495d-6a8e-45ae-91ba-4b85062da198 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.954542Z

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.

source=pdf_text observed=2026-08-09T05:44:40.432292Z digest=sha256:7947600f0f368b171d4f06a0e91a729a7ed18bbb83ad85cfd044c20ac41df05a

Observation 327886ea-8f79-4c5c-946a-b17e034725c8 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.944547Z

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.

source=pdf_text observed=2026-08-09T05:44:40.435456Z digest=sha256:c189871108c0282045d1c969839911e73092666c26071db59bcbf1cdcd1ebfbc

Observation a03502e8-8d04-4a0a-941f-0e57144c50c0 · outbound

This paper cites A Survey on Large Language Models for Code Generation.

AL-Bench: A Benchmark for Automatic Logging A Survey on Large Language Models for Code Generation

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.438519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.438519Z digest=sha256:ac890bfbfa6e4045f5b289c6248371f28cb2e8f33cfb14f690571856fdb0e826

Observation 338c4bcf-8c0f-4dc8-8769-70f681620070 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.935009Z

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.

source=pdf_text observed=2026-08-09T05:44:40.442043Z digest=sha256:110b2a5e1f7d5487f8a2d61dfdb6974f66a668c2169b2fa3681ff8f514439edf

Observation 9c634c16-6fdb-480b-862f-f28ecd4fc46a · outbound

This paper cites Go Static: Contextualized Logging Statement Generation.

AL-Bench: A Benchmark for Automatic Logging Go Static: Contextualized Logging Statement Generation

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-09T05:44:40.614244Z

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.

source=pdf_text observed=2026-08-09T05:44:40.445416Z digest=sha256:dc24f8a5baba845b7238c52fd4208176d1ff0d65614fe86f72e4bf2c98975cd9

Observation 5a68a205-4470-4954-a2b1-efa6c444487b · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.925753Z

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.

source=pdf_text observed=2026-08-09T05:44:40.449176Z digest=sha256:0df1356ba7ad7238ba0d3acfd9759875c55a01d5671998fa62936b30c0812310

Observation b698fb6b-7bed-4fc4-b056-fa4efde4fd67 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.916437Z

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.

source=pdf_text observed=2026-08-09T05:44:40.452350Z digest=sha256:5f89e89114fb424f3c2f070b6a97b5a73259fe7d06943da748db47c668597d89

Observation a40e5db6-a5a3-4c0a-9be6-93759e0a31c3 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.906803Z

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.

source=pdf_text observed=2026-08-09T05:44:40.455389Z digest=sha256:91fc091ba461578703c0b38713204a59cef1f5408f5991eb3f842354a04fd84c

Observation a2ad9bf1-d7d9-4486-bc27-e7359f3f434f · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.897143Z

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.

source=pdf_text observed=2026-08-09T05:44:40.458260Z digest=sha256:e6749b4b3cf3e26c8ceb0addfb0ef1670eda17d3d49235ae022a6cc5b90a838b

Observation bce3b3af-1752-4812-b04e-15a28c0be8cb · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.886832Z

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.

source=pdf_text observed=2026-08-09T05:44:40.461072Z digest=sha256:a40d4259c58199573f8345f2a54f80f71605991b5efea36ef7b81f07871e4c87

Observation 513a1910-2f85-4b14-bd71-13ec7bba5f0a · outbound

This paper cites Hassan, and Shanping Li.

AL-Bench: A Benchmark for Automatic Logging Hassan, and Shanping Li

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.877071Z

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.

source=pdf_text observed=2026-08-09T05:44:40.463899Z digest=sha256:5657267d5493242a04820ab76e5efe36f21d5b270863625dea7d172c478d6efa

Observation 88d7aebc-70ce-4aed-bd60-1fb68a94e2a9 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.867153Z

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.

source=pdf_text observed=2026-08-09T05:44:40.466698Z digest=sha256:74088036ae1deb55adff63f5eead93f28f6e50e8e692d51b690f6f9f5d10b0bb

Observation 70ae2030-da39-4ef6-9059-387f5a33f2ee · outbound

This paper cites Log Statements Generation via Deep Learning: Widening the Support Provided to Developers.

AL-Bench: A Benchmark for Automatic Logging Log Statements Generation via Deep Learning: Widening the Support Provided to Developers

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.469882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.469882Z digest=sha256:93d32752bac719649f3e49f780b2f6866e0797eaa2a9cf10f366879a9293513e

Observation 4ae3342e-b298-4f44-ac62-de1606b42d4e · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.857062Z

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.

source=pdf_text observed=2026-08-09T05:44:40.472948Z digest=sha256:7ed4fb59771ce1c2b677f2cf25821fad1ce9986e6a308b84efc503bf7dae6f2d

Observation d44561c8-30d0-4258-b679-8130bc5a1365 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.847951Z

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.

source=pdf_text observed=2026-08-09T05:44:40.475939Z digest=sha256:f93e151b586a503cc37edb8ec7c76e3785f5a503c1fbdc1e3059fd86ba6cf70e

Observation 2548efef-754d-4a14-b31f-3da741ebe11e · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.479042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.479042Z digest=sha256:076775b4b435c4fa9eac1b4933f2dcddceafd1db00074b732060fa72b1805ce3

Observation 5e6d24ee-7348-46be-bf99-8602442eb000 · outbound

This paper cites Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.833967Z

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.

source=pdf_text observed=2026-08-09T05:44:40.482065Z digest=sha256:8924de7079e8424ba64a6bb522b3d842521ed5f4a2edc4cf907bc840663fe7e1

Observation 09bde833-e5d5-4941-9d31-713248bb70cc · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.825421Z

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.

source=pdf_text observed=2026-08-09T05:44:40.485345Z digest=sha256:6ef53cdab883c168072b795e22a58f4f0e49a01bdcb8ad716935c96ef98e40a9

Observation 58182768-ce9e-4df5-84d9-31bef66fe19f · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.815949Z

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.

source=pdf_text observed=2026-08-09T05:44:40.488259Z digest=sha256:e68be277a755327cad3a7ecb2a91406b93fa36802fdbe8e555b9da50dfc8fe97

Observation 5139c500-3a82-467a-a747-dcbb7fed4541 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

AL-Bench: A Benchmark for Automatic Logging Code Llama: Open Foundation Models for Code

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.492190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.492190Z digest=sha256:327299441fd2d3303f615be730333a9e55f96ca3469eb42eb7dddc030c113b3f

Observation 54201a7f-7487-49a8-90c0-66135662c515 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.807193Z

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.

source=pdf_text observed=2026-08-09T05:44:40.496046Z digest=sha256:601d4a2fdcbe9d869891c119122c9e7153fda1df93df9e22450dd812548da8eb

Observation dd1d772c-34bd-4950-a29b-279432ffc103 · outbound

This paper cites Hassan, and Patrick Martin.

AL-Bench: A Benchmark for Automatic Logging Hassan, and Patrick Martin

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.798269Z

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.

source=pdf_text observed=2026-08-09T05:44:40.499286Z digest=sha256:2c5871cfe579a0538ccce53a2946bf3b887cf182ce9b5e477a46db9ff30de16c

Observation f4d0732c-fb88-4287-8e54-ddf2ba73e8cb · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.789400Z

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.

source=pdf_text observed=2026-08-09T05:44:40.502090Z digest=sha256:b95695b699e22dee27da611d94ee37e33a4422d9db4881212a5016983558875f

Observation 5e8dcc29-06c7-46ae-858a-4f7e90640034 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.781048Z

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.

source=pdf_text observed=2026-08-09T05:44:40.505189Z digest=sha256:ba777bac21ae51bceeb3d014459bddd04f0d2143b56a23c026945077a095574e

Observation 720b9ea6-5035-4316-8d9f-cef64dad154a · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.772179Z

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.

source=pdf_text observed=2026-08-09T05:44:40.508324Z digest=sha256:0d125a35c154838fb3573079004b7b5e9049b7c61dff40e9ad7e79c89aa29434

Observation afd02495-c149-409d-9073-35bdc3be1c3a · outbound

This paper cites Rajmohan, and Dongmei Zhang.

AL-Bench: A Benchmark for Automatic Logging Rajmohan, and Dongmei Zhang

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.763419Z

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.

source=pdf_text observed=2026-08-09T05:44:40.511746Z digest=sha256:4f5c3a30b6f4b3f1e3192785c8b8dca4e038e24d423adbe2aab0408547390d8a

Observation ead1135e-2ddd-409d-ba99-298784b1ffe0 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.753679Z

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.

source=pdf_text observed=2026-08-09T05:44:40.515225Z digest=sha256:7f0590cef1db9fefae711595769cc274e0c2a044838ea4ecdc02ec99984e5ec4

Observation c0a34f4c-1612-42f1-ae1e-21d1fe9be552 · outbound

This paper cites Aligning the Objective of LLM-based Program Repair.

AL-Bench: A Benchmark for Automatic Logging Aligning the Objective of LLM-based Program Repair

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-09T05:44:40.518295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T05:44:40.518295Z digest=sha256:536ba9042ae0d1476257a7daa9710fe299fd4df116d714991fdf18107282bb11

Observation 1ad5db7f-49e5-4a4a-8b63-39f1e139b596 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.743817Z

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.

source=pdf_text observed=2026-08-09T05:44:40.522006Z digest=sha256:dd04339a1ac352340f8f45466254998b95828370b7c99eb5a92c5aaf09b027ab

Observation ae1d5307-4271-4054-a7f5-8e51fbb49d3e · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.734783Z

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.

source=pdf_text observed=2026-08-09T05:44:40.525733Z digest=sha256:3ae9de89ee0caf71b562195a0a53f7b583ad3c7b356b2a1e87458b3d2a27cbca

Observation 220fb9f2-7181-435a-9767-915afe9c4984 · outbound

This paper cites de Pádua, Weiyi Shang, Catalin Sporea, Andrei Toma, and Sarah Sajedi.

AL-Bench: A Benchmark for Automatic Logging de Pádua, Weiyi Shang, Catalin Sporea, Andrei Toma, and Sarah Sajedi

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.725373Z

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.

source=pdf_text observed=2026-08-09T05:44:40.528838Z digest=sha256:b57178c8269255474aeaefc1c7e4d9554757e8eddc4c8b3e1b33caf6da2d9c36

Observation 3a668345-cf31-46f9-ab67-b323ee7dfc01 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.714870Z

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.

source=pdf_text observed=2026-08-09T05:44:40.531853Z digest=sha256:b6ff53e78e21cd9c286b59ff9c51006bc1daeff6c1bed3a65c1b6b949e624e47

Observation 433c4109-8482-4ad6-910c-fb18674f6df8 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.704132Z

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.

source=pdf_text observed=2026-08-09T05:44:40.535195Z digest=sha256:2418878e40d6b10024044def2cc3f8aee320fec2160351be989414aa462fcdf3

Observation c507e911-a093-4ad9-b477-a184164007ef · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.693850Z

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.

source=pdf_text observed=2026-08-09T05:44:40.538888Z digest=sha256:f7a54fa3aac9425d6f9521dd931e08fe80504cf045ad84824baec6d452c9e2ab

Observation f980e7f3-b44e-4970-8af6-8bf0d1365b59 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.684368Z

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.

source=pdf_text observed=2026-08-09T05:44:40.542025Z digest=sha256:8fb6f8818ea65dea15fa6aae9b940d34fecb1bd254ad3097e6c3ad89d4f20460

Observation f1a0af24-d5c3-47f6-a278-fbd60d2950d5 · outbound

This paper cites Lyu, and D.

AL-Bench: A Benchmark for Automatic Logging Lyu, and D

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T05:44:40.674837Z

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.

source=pdf_text observed=2026-08-09T05:44:40.545466Z digest=sha256:334b92b2349f95d9ff5193b23437b716acd294259d1bfd335ed101ea4c9fdf7a

Observation f8fc449d-f261-459b-8504-43949c525c21 · outbound

This paper cites an unresolved cited work.

AL-Bench: A Benchmark for Automatic Logging Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-09T05:44:40.665348Z

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.

source=pdf_text observed=2026-08-09T05:44:40.549470Z digest=sha256:ec6b46446f9fce987e8aa800e8eed59cd4f10a258c381bcda9b061d1e5066d7d

Pith citing papers

Observation 341e830d-1ce2-42f8-9df1-2de6bba2a762 · inbound

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation cites this paper.

Larger Is Not Always Better: Exploring Small Open-source Language Models in Logging Statement Generation AL-Bench: A Benchmark for Automatic Logging

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-07T15:02:22.430293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:02:22.430293Z digest=sha256:c7c0811ce3b90d79a87987831f60767214271d20a157b1c9ea4a2f51ecad10f9

Observation 5b15820b-4e8d-4b74-b3fc-b0124f48bda5 · inbound

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data cites this paper.

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data AL-Bench: A Benchmark for Automatic Logging

Reference 207

Resolution
unresolved
no resolver link, observed 2026-08-03T08:15:31.914818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-03T08:15:31.914818Z digest=sha256:6df25e1846b33bb620e3b36ff7e9361d01543e36651b8b3a87bffa7cb5a19436

Observation 1673f608-cb06-4ced-b5c0-df9d07921f97 · inbound

ReLog: Execution-Aware Logging with Runtime Feedback for LLM-Oriented Debugging cites this paper.

ReLog: Execution-Aware Logging with Runtime Feedback for LLM-Oriented Debugging AL-Bench: A Benchmark for Automatic Logging

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-04T05:40:56.156185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T05:40:56.156185Z digest=sha256:ceeb27c5d19058cab68034eeb077ae926aa2acaaa599a9fef3c4be4c4eaa8107

Observation 6084346b-a4c6-4bcc-ae86-0658eb30e707 · inbound

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis cites this paper.

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis AL-Bench: A Benchmark for Automatic Logging

Reference 167

Resolution
verified exact
arxiv_id, observed 2026-05-15T08:25:19.217684Z

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.

source=pdf_text observed=2026-05-15T08:21:04.998443Z digest=sha256:b39e9919b9f3b7e16e69599cd48569fa3523450be88ea854cc407a7a06b1a3b5

Observation d643df07-0c40-49ba-adae-e10c94c51857 · inbound

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis cites this paper.

LLM4Log: A Systematic Review of Large Language Model-based Log Analysis AL-Bench: A Benchmark for Automatic Logging

Reference 167

Resolution
verified exact
arxiv_id, observed 2026-05-21T10:04:06.628506Z

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.

source=pdf_text observed=2026-05-21T10:00:03.036921Z digest=sha256:9adb6dc81e437018fb099aece17db8793668354a9fade93ea697faf2bab4d441