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Paper Citation Record · LEDGER

Large Language Models for Detection of Life-Threatening Texts

As of 23 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2506.10687.

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

pith.paper-citation-record.v1
2506.10687 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:23:50.259395Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

18 of 18 outbound references displayed

  • verified exact1
  • verified fuzzy9
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3a185cb0-98ae-4ca3-a96c-1e92f486233a · outbound

This paper cites CEUR Workshop Proceedings3159, 744–762 (2021).

Large Language Models for Detection of Life-Threatening Texts CEUR Workshop Proceedings3159, 744–762 (2021)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.454002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:49.295025Z digest=sha256:5177042f96e0492408be0fc1a324a3ff3068546c0eace9f7e79150d3f4ee2d4a

Observation 6e502f5a-494a-4f11-ae27-909fa2b58556 · outbound

This paper cites In: The North American Chapter of the ACL: Human Language Technologies.

Large Language Models for Detection of Life-Threatening Texts In: The North American Chapter of the ACL: Human Language Technologies

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.444537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:49.319477Z digest=sha256:21a0c79e549fc62a54581c23a9ee514c36f778588693d943868d29950d109f49

Observation a06a09f7-06af-4b09-9813-6b6f8f57b068 · outbound

This paper cites an unresolved cited work.

Large Language Models for Detection of Life-Threatening Texts Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-07T04:23:50.289058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:49.345197Z digest=sha256:1affdfdce63e2d9fbad25a09cc4dc10a598d2a6e3fdb068939eb23c645f76341

Observation a3979b4a-434c-4687-af0e-0a2e3024d723 · outbound

This paper cites an unresolved cited work.

Large Language Models for Detection of Life-Threatening Texts Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:23:50.434849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:49.422817Z digest=sha256:44778bcb08d3003c50088b73407f59d7fc693d15cf759f3efe9aa81794c928f4

Observation b21ae623-204f-4db2-a8cb-14b3dd1948e5 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Large Language Models for Detection of Life-Threatening Texts LoRA: Low-Rank Adaptation of Large Language Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T04:23:49.540038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:23:49.540038Z digest=sha256:f701ba734ba41026f17440f5189547e94d61bd4f8a85c33f160998eb695021ac

Observation 1f98e8f5-05d0-4941-9a83-3e50330d0afd · outbound

This paper cites an unresolved cited work.

Large Language Models for Detection of Life-Threatening Texts Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:23:50.424587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:49.631923Z digest=sha256:6ad91a4c1a5ff8d7757da55144113c6084a0cc6edc670777e24cc683d9535351

Observation 4735eff7-6f6e-4be8-a949-eed93a8cd726 · outbound

This paper cites Mistral 7B.

Large Language Models for Detection of Life-Threatening Texts Mistral 7B

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T04:23:49.738344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:23:49.738344Z digest=sha256:e2b846b102ac83ca34e80eaec8ecb428e127420552db56990104cf0bf4c3eba0

Observation a049c850-2960-4829-ae09-d4c8d4ad08a3 · outbound

This paper cites In: Conference on EMNLP.

Large Language Models for Detection of Life-Threatening Texts In: Conference on EMNLP

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.414949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:49.863249Z digest=sha256:6b64d126204d8cdaf8638ed0fe7e828c5513740e0cd9f0d9cc76b3a120b4ca92

Observation 075d33fa-40cf-44d7-9153-436195678b2a · outbound

This paper cites Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning.

Large Language Models for Detection of Life-Threatening Texts Scaling Down to Scale Up: A Guide to Parameter-Efficient Fine-Tuning

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T04:23:50.018642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:23:50.018642Z digest=sha256:224d6d6b950a3e39f0fdb8f8087cd86a843e70432dbeab6a4be396bd135f9e49

Observation c15dddff-a5ea-48ff-9d88-35ecb89a7172 · outbound

This paper cites https://github.com/huggingface/peft (2022).

Large Language Models for Detection of Life-Threatening Texts https://github.com/huggingface/peft (2022)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.405414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.143257Z digest=sha256:3cf9546ed672d1765e459478a654cc9b2267ec73f1f5cee41f7061c7df4ddeeb

Observation bdf88612-2aa9-424a-af16-7878b658b7a6 · outbound

This paper cites Applied Sciences12(20), 10342 (2022).

Large Language Models for Detection of Life-Threatening Texts Applied Sciences12(20), 10342 (2022)

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.395155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.236861Z digest=sha256:082634ed01d2db37daf6eaea8d91caca76c0d1c2ed95bbabf7aff2e408f67360

Observation 4db81cf9-f293-4577-ac89-612c71622ea7 · outbound

This paper cites IEEE Access11, 106503–106515 (2023).

Large Language Models for Detection of Life-Threatening Texts IEEE Access11, 106503–106515 (2023)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.386134Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.240605Z digest=sha256:8fa8602653e76d6e0afb3ea46404db877c149cb0905574898f8bd0578114620f

Observation a14f16d6-403a-48ab-846d-e8397ba36388 · outbound

This paper cites In: The 1st Workshop on Perspectivist Approaches to NLP @Language Resources and Evaluation Conference (LREC).

Large Language Models for Detection of Life-Threatening Texts In: The 1st Workshop on Perspectivist Approaches to NLP @Language Resources and Evaluation Conference (LREC)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.375989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.244178Z digest=sha256:afeb2269c4596fe504b89744dfe1b7db6f1bf98eb3abeef60d13f068f57d004a

Observation cfaeac1a-0ec2-412b-977f-466b203d2c34 · outbound

This paper cites Neurocomputing568, 127063 (2024).

Large Language Models for Detection of Life-Threatening Texts Neurocomputing568, 127063 (2024)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.366098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.247098Z digest=sha256:fe10be81a681be0f1b81c5cece23b9436f0c88da609585bdcb5fb315115b0ef7

Observation 24fcf068-7e71-4d47-99cd-442e9cf846d5 · outbound

This paper cites an unresolved cited work.

Large Language Models for Detection of Life-Threatening Texts Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:23:50.356608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.249885Z digest=sha256:2e3f88f0eaf97a65eb28e68b5e509ef33222c57161e9371ed179ed9972a502a8

Observation 4f860080-9fcf-4a81-973f-62fc8af68f7c · outbound

This paper cites an unresolved cited work.

Large Language Models for Detection of Life-Threatening Texts Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T04:23:50.347464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.253394Z digest=sha256:edde30f301ded593578708a614aceb5579b220ddf1eda0cafdc353a74cb76ce6

Observation 4f97c7aa-8dad-4407-9524-248c04e121b2 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Large Language Models for Detection of Life-Threatening Texts Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T04:23:50.256042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:23:50.256042Z digest=sha256:d9d042cc134139eaa35e4ac50f8d353cc9f720348d43832e08259e8e65653a7e

Observation a494e719-ed66-4de3-a1ea-f7693dc3c701 · outbound

This paper cites In: The 59th Annual Meeting of the ACL.

Large Language Models for Detection of Life-Threatening Texts In: The 59th Annual Meeting of the ACL

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T04:23:50.338005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T04:23:50.259395Z digest=sha256:37a7efffe2b506fb25d571873bfd6615a27443b8e8209e1432908108720c9dbc

Pith citing papers

No inbound Pith citation observations are available.