Paper Citation Record · LEDGER

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL

As of 14 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 3 inbound Pith citation observations for arXiv:2412.03612.

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

pith.paper-citation-record.v1
2412.03612 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:34:38.955293Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T17:11:57.862605Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

61 of 61 outbound references displayed

verified exact1
verified fuzzy3
unresolved52
parse uncertain0
malformed identifier3
metadata mismatch2

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 15c004db-43b1-4197-86d9-e0cc4286b80c · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.988135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9e1c6bc3-403e-4043-abb3-00008f44fdba · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.792074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 331d1d08-6c8d-4200-b71d-cb67206d29e1 · outbound

This paper cites Language Models are Few-Shot Learners.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Language Models are Few-Shot Learners

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.795218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc58ebf4-4484-418f-a0b2-a63ce37e26ce · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.981308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 540ab364-533a-4bc8-a641-be84a2c237f1 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.974433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1efbcba6-5b5c-41f3-ada9-32c4fd3bde16 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.967174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 63abf173-3c51-4b50-92cf-a930db58be08 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.959344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f51043c8-3e73-4376-91db-b0bae4d61f07 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.810521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a49183b1-c753-40e9-be58-1193d21b422c · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.813196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e81ff2fe-6568-402c-92e4-a812c87c0261 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.951871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a6d1fcae-9f36-4a22-9ddb-c138c3d2f81a · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.818633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4af6c17f-2a18-4cc8-909e-e5d9453d7abb · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.944278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f777d7d6-a89d-4d4a-9bff-d871965ed1d8 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.824264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 517987f6-bed2-4974-bf2d-4928d2390b08 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.936885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6355d2c9-93ab-4be8-80dc-140e23501f82 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.929521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6ee02266-54e7-47ce-b878-c59d14898d3d · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.832807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 996c3dc4-7d1a-403b-ac7a-1ad1a37e03e0 · outbound

This paper cites Comparing large language models and human programmers for generating programming code.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Comparing large language models and human programmers for generating programming code

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.835397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3774f843-4cf0-4233-82ab-b6066b692990 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.838599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742086e2-f136-4017-96ca-1c408380ae37 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.842552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c828c8b5-4f5c-4628-bdf3-914a72e2752b · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 20

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T22:34:39.403619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d0695585-769d-404b-9dc2-ef544f48eb42 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.917988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 00aa67ea-3814-44ae-8c6f-5d2b921d20ca · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.910454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 524bb76e-6ccd-42d3-8c90-9456163bcf39 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.902854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6295d44a-c7f6-45b2-b7b1-b4af7ae2815a · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.857052Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70d218fa-6160-40cf-9fa1-089b8f11bd84 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.891225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6bfb2e03-7fa3-47ec-9e27-978e36f720b8 · outbound

This paper cites Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Liu, Kevin Lin, John Hewitt, Ashwin Paranjape, Michele Bevilacqua, Fabio Petroni, and Percy Liang

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.863223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1faef02c-9f80-45cd-9093-bccb6f65ab44 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.883488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba762fa3-eea5-46dd-9043-6f0fa7cf01e2 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.868876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3841ba40-5305-4881-b817-2122904cb046 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.871144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8746dfd9-7a7b-4ba4-bca4-4fa692ff43ed · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.868318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ba7169a9-4659-48ac-9e21-d4d23fa3c487 · outbound

This paper cites AI-Assisted SQL Authoring at Industry Scale.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL AI-Assisted SQL Authoring at Industry Scale

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.877941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd7afbe-a182-4bb1-aced-a61c4ec5ecce · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.880573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c600110-8d5a-4d51-828f-c67b49123225 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.885389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de63d9ed-a9d9-4eee-9ab8-1704ea6c8643 · outbound

This paper cites https://huggingface.co/ datasets/gretelai/synthetic-text-to-sql.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL https://huggingface.co/ datasets/gretelai/synthetic-text-to-sql

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:34:39.856892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e3f14282-6016-448f-8e96-72ef65cbda4c · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.842676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 52756487-b97b-444c-9370-8c4494e37f81 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.849882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation afa02297-9696-4c25-a3a0-813f5beb9a0b · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 37

Resolution: malformed identifier; no resolver link, observed 2026-08-11T22:34:38.899371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b630b38-8064-4825-9f0b-7061cc8264de · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.835416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c3777dab-5369-47d0-9bee-f13cc7461bf0 · outbound

This paper cites Evaluating the Text-to-SQL Capabilities of Large Language Models.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Evaluating the Text-to-SQL Capabilities of Large Language Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.904778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2368bffb-1693-4c1e-90ae-d117dfaff881 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.813484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 34b165bb-d6cd-4268-9d6e-aed401d85e6c · outbound

This paper cites Banerjee, Saurabh Jha, Zbigniew T.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Banerjee, Saurabh Jha, Zbigniew T

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:34:39.820741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation baed9208-36a5-47ba-9c59-d466d2dda3fe · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.913578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fff135b8-0441-44a0-910d-972ab76e1e89 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.806073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ee59f5d2-5ec8-4618-97af-7e0262f30c83 · outbound

This paper cites Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Enhancing LLM Fine-tuning for Text-to-SQLs by SQL Quality Measurement

Reference 44

Resolution: verified exact; local_arxiv, observed 2026-08-11T22:34:39.206640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7b0a69a0-e344-465e-ba72-429a37cd5903 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.798580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fdd72e21-a8ba-4145-8f58-3eee1f757d3b · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Gemma 2: Improving Open Language Models at a Practical Size

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.924064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4544429-5d0e-40db-ab96-26f70017eb84 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 47

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T22:34:39.194777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1c138dd6-74ed-44aa-85e7-5ab1f4befe86 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.790922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 38a76fb0-c8cf-4b47-8e6d-91c619dc6ba6 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.784168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3faf66f4-e343-4e2a-a646-716d2912ec95 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL LLaMA: Open and Efficient Foundation Language Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.927189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac3737f5-8c98-4bae-a481-7ce2b74dcd86 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.770338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7510a4f3-cacc-4555-8dd2-dc263cc64640 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.763271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ca9320c3-b894-45f5-9453-e1866e3784a6 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.777216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9e8a6a9c-baa6-440e-bceb-f94279a7f837 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.937562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a4ce70c-292e-4177-a767-038456441f95 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.739832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dc7cc1b0-bce4-420b-aa9d-4977daede939 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.955293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4561e0c3-e717-4e69-942a-d73622528f68 · outbound

This paper cites InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.).

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL InProceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Lun-Wei Ku, Andre Martins, and Vivek Srikumar (Eds.)

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-11T22:34:38.944899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47b544da-e329-429b-b88e-3ff2a5cb23e6 · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-11T22:34:39.755578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7884ab30-3b4c-4559-801c-8ebb151a778c · outbound

This paper cites an unresolved cited work.

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL Unresolved cited work

Reference 59

Resolution: malformed identifier; raw_fallback, observed 2026-08-11T22:34:39.747833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8cf8f0d3-dfff-4ebc-aede-b4e4ffb45c76 · outbound

This paper cites In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers).

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T22:34:39.828313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a59e01e7-74d3-4b56-937b-448e6961acab · outbound

This paper cites In Proceedings of the IEEE/ACM 46th International Conference on Software Engineering (Lisbon, Portugal) (ICSE ’24).

Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL In Proceedings of the IEEE/ACM 46th International Conference on Software Engineering (Lisbon, Portugal) (ICSE ’24)

Reference 2024

Resolution: malformed identifier; no resolver link, observed 2026-08-11T22:34:38.873540Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 095f49d1-a6da-492b-9b71-6d2eed4f68c6 · inbound

Intent-based System Design and Operation cites this paper.

Intent-based System Design and Operation Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-08T17:11:57.862605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c5c8229-2531-4537-a29c-0657c2954678 · inbound

LogCopilot: Automating Log Aggregation Analysis through Large Language Models cites this paper.

LogCopilot: Automating Log Aggregation Analysis through Large Language Models Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-06-27T04:20:31.841094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ab40efd4-f028-468d-96df-fc6200d0c744 · inbound

LogNLQ: Natural-Language Log Querying with Parser-Induced and Semantically Grounded Schemas cites this paper.

LogNLQ: Natural-Language Log Querying with Parser-Induced and Semantically Grounded Schemas Chatting with Logs: An exploratory study on Finetuning LLMs for LogQL

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-11T23:16:33.804498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.