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Paper Citation Record · LEDGER

Multilingual Performance Biases of Large Language Models in Education

As of 20 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 2 inbound Pith citation observations for arXiv:2504.17720.

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

pith.paper-citation-record.v1
2504.17720 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:37:11.278332Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:59:48.082118Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T19:03:09.433609Z

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved9
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6d4e88c-635b-4a4c-b938-084ea085cdf9 · outbound

This paper cites an unresolved cited work.

Multilingual Performance Biases of Large Language Models in Education Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:37:11.479081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:37:11.273955Z digest=sha256:fc03211ac2639039c3062b2dd6c1d52088ec2313f9ee2dc43707037584c49526

Observation 16f4a55c-9cd0-4ce2-92fb-700580a5e5f5 · outbound

This paper cites an unresolved cited work.

Multilingual Performance Biases of Large Language Models in Education Unresolved cited work

Reference 2

Resolution
malformed identifier
raw_fallback, observed 2026-08-16T10:37:11.465552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:37:11.278332Z digest=sha256:7ab84aaf4621c3e707ef960d31297992c4c53a7202ef2485489acd39b3a5ecbc

Observation 05e088a4-3259-4e1e-b2e9-3a4b850fe641 · outbound

This paper cites Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ.

Multilingual Performance Biases of Large Language Models in Education Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.127468Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.127468Z digest=sha256:540e318006c638d97c54e05fe82aa69e02290f8879c11db6210efe14db56d738

Observation e4fe3a65-0e12-4877-b35e-c9e65bfdc822 · outbound

This paper cites Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU.

Multilingual Performance Biases of Large Language Models in Education Large Language Models Only Pass Primary School Exams in Indonesia: A Comprehensive Test on IndoMMLU

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.244219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.244219Z digest=sha256:2d069fc275646eda9227b01214945051987038e473ad202459eeb932b949e5e6

Observation d57a560d-7c49-46d3-bc3b-a714c37c84d1 · outbound

This paper cites World Models for Math Story Problems.

Multilingual Performance Biases of Large Language Models in Education World Models for Math Story Problems

Reference 6

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:37:11.383232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:37:11.250226Z digest=sha256:0e4a5ed243b91eb99dc71c0747f689b98c711114f88bfc7684910d618b2bac0b

Observation e9eb61a0-7e0d-498c-b8da-dbedd017f3e0 · outbound

This paper cites Embracing AI in Education: Understanding the Surge in Large Language Model Use by Secondary Students.

Multilingual Performance Biases of Large Language Models in Education Embracing AI in Education: Understanding the Surge in Large Language Model Use by Secondary Students

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.264369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.264369Z digest=sha256:3add1abf4ff22d4939aa63b343a179ddfefeb37a5576da91b8a9ba9e5c837532

Observation 778592a7-0864-488e-9c0e-3d109b4d6591 · outbound

This paper cites Command A: An Enterprise-Ready Large Language Model.

Multilingual Performance Biases of Large Language Models in Education Command A: An Enterprise-Ready Large Language Model

Reference 1982

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.122306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.122306Z digest=sha256:b948d646089c61478f6f44261850b71859b6c9cd06325a17dc325b3595ea0754

Observation e41a1dce-3807-469e-9477-5c5982c46253 · outbound

This paper cites Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation.

Multilingual Performance Biases of Large Language Models in Education Kaleidoscope: In-language Exams for Massively Multilingual Vision Evaluation

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.255411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.255411Z digest=sha256:47b809e226f53acdcad29ff710df667b0143111ad3a8c3a29bbebca9d3d5fd4e

Observation 7b965999-6810-435b-8fc3-0ef1fe4ff102 · outbound

This paper cites Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting.

Multilingual Performance Biases of Large Language Models in Education Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.131972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.131972Z digest=sha256:786c7a107216fa6946d8684f0507c90a51ef019b59a463e7da8cbceb803bd601

Observation cda0b3fd-83cc-44b2-b2e4-89a660941314 · outbound

This paper cites LLMs in Education: Novel Perspectives, Challenges, and Opportunities.

Multilingual Performance Biases of Large Language Models in Education LLMs in Education: Novel Perspectives, Challenges, and Opportunities

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.116613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.116613Z digest=sha256:7d961714d9fd8f95c9d6144db487340b439d77d423915d22b47c05f896b89a01

Observation 7367513a-b3a9-45f3-ae97-cb9c8b70ece7 · outbound

This paper cites AI-Assisted Human Evaluation of Machine Translation.

Multilingual Performance Biases of Large Language Models in Education AI-Assisted Human Evaluation of Machine Translation

Reference 2025

Resolution
metadata mismatch
local_arxiv, observed 2026-08-16T10:37:11.320867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-16T10:37:11.269137Z digest=sha256:e2f68dc41e31b0812be16d9a8493377bb28363dad73b811104271e09e97b1def

Observation 53c5a392-feee-4fc3-9848-5edabb3dc172 · outbound

This paper cites MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation.

Multilingual Performance Biases of Large Language Models in Education MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation

Reference 2274

Resolution
unresolved
no resolver link, observed 2026-08-16T10:37:11.259852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T10:37:11.259852Z digest=sha256:505310722d4f93916eeeec801bd8a44cab75f091ba3ead49ad1fb7d5330e7743

Pith citing papers

Observation 8f177c65-f17c-41da-a3dc-6d77d41e7d66 · inbound

LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs cites this paper.

LLM Web Dynamics: Tracing Model Collapse in a Network of LLMs Multilingual Performance Biases of Large Language Models in Education

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T13:59:48.082118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:59:48.082118Z digest=sha256:0d4593b579b49960e1ed2c9b359456975d643b950bc5f96b68fa1b52fafb055f

Observation 00239d4f-2dad-4222-ad39-9588f8527909 · inbound

Alvorada-Bench: Can Language Models Solve Brazilian University Entrance Exams? cites this paper.

Alvorada-Bench: Can Language Models Solve Brazilian University Entrance Exams? Multilingual Performance Biases of Large Language Models in Education

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-05T19:03:09.498587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

source=pdf_text observed=2026-08-05T19:03:07.977874Z digest=sha256:204dd81a641778c8a3092ff292c8bf1fc021de4567cb6673217c7eae3516f1f1