Paper Citation Record · LEDGER

LLMs in Education: Novel Perspectives, Challenges, and Opportunities

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.11917.

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

pith.paper-citation-record.v1
2409.11917 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:18:17.038047Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T12:56:04.542251Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 81741660-5d10-4a2c-8b12-44b4f659f95c · inbound

Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics cites this paper.

Using Large Language Models to Suggest Informative Prior Distributions in Bayesian Statistics LLMs in Education: Novel Perspectives, Challenges, and Opportunities

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T22:18:17.038047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5050d340-bb78-45a1-b86f-767b53d2ee83 · inbound

MARS: Margin and Semantic-Aware Data Augmentation for Reward Modeling cites this paper.

MARS: Margin and Semantic-Aware Data Augmentation for Reward Modeling LLMs in Education: Novel Perspectives, Challenges, and Opportunities

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T22:14:30.852603Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 487d3de5-bf41-44ee-9d0a-377a45504216 · inbound

No Universal Courtesy: A Cross-Linguistic, Multi-Model Study of Politeness Effects on LLMs Using the PLUM Corpus cites this paper.

No Universal Courtesy: A Cross-Linguistic, Multi-Model Study of Politeness Effects on LLMs Using the PLUM Corpus LLMs in Education: Novel Perspectives, Challenges, and Opportunities

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T08:48:01.625278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dbfc2b52-cd5a-4e4a-93bf-4c12edb2ef0b · inbound

AlignCultura: Towards Culturally Aligned Large Language Models? cites this paper.

AlignCultura: Towards Culturally Aligned Large Language Models? LLMs in Education: Novel Perspectives, Challenges, and Opportunities

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:56:04.567658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.