Paper Citation Record · LEDGER

Understanding and Mitigating Language Confusion in LLMs

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2406.20052.

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

pith.paper-citation-record.v1
2406.20052 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:27.603810Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T08:02:25.063806Z

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 738df6ba-b185-4fe1-8fd0-32db615dff3c · inbound

AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic cites this paper.

AL-QASIDA: Analyzing LLM Quality and Accuracy Systematically in Dialectal Arabic Understanding and Mitigating Language Confusion in LLMs

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T21:43:59.550921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a358e3f1-45da-442c-8798-f088b0b7baa4 · inbound

BgGPT 1.0: Extending English-centric LLMs to other languages cites this paper.

BgGPT 1.0: Extending English-centric LLMs to other languages Understanding and Mitigating Language Confusion in LLMs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-11T15:35:55.362627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be11fd03-b005-4ab5-9c65-415bb985625d · inbound

Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs cites this paper.

Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs Understanding and Mitigating Language Confusion in LLMs

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T12:24:55.329144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c508fec-def5-496f-8d66-5e3b23639c65 · inbound

Logits DeConfusion with CLIP for Few-Shot Learning cites this paper.

Logits DeConfusion with CLIP for Few-Shot Learning Understanding and Mitigating Language Confusion in LLMs

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-16T12:40:27.603810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e303640a-80e3-410f-8a02-1c4d1c4c3c4e · inbound

Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models cites this paper.

Exploring the Feasibility of Multilingual Grammatical Error Correction with a Single LLM up to 9B parameters: A Comparative Study of 17 Models Understanding and Mitigating Language Confusion in LLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T22:54:46.834906Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53044cff-34a6-4dc5-93d7-8067d4f92995 · inbound

Controlling Language Confusion in Multilingual LLMs cites this paper.

Controlling Language Confusion in Multilingual LLMs Understanding and Mitigating Language Confusion in LLMs

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:26:09.153351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee2589ec-034d-452b-9242-a3244746d152 · inbound

Smoothie-Qwen: Post-Hoc Smoothing to Reduce Language Bias in Multilingual LLMs cites this paper.

Smoothie-Qwen: Post-Hoc Smoothing to Reduce Language Bias in Multilingual LLMs Understanding and Mitigating Language Confusion in LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T19:23:37.987197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 872220c4-fe84-429e-9ff2-26030f309a7f · inbound

Optimizing Korean-Centric LLMs via Token Pruning cites this paper.

Optimizing Korean-Centric LLMs via Token Pruning Understanding and Mitigating Language Confusion in LLMs

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:02:25.065225Z

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.