Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T23:11:07.285672Z
Paper Citation Record · LEDGER
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training
As of 19 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2412.02775.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
22 of 22 outbound references displayed
- verified exact1
- verified fuzzy5
- unresolved16
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 7c600d3a-bd23-43b9-9d08-2cdb6880a323 · outbound
This paper cites Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.182797Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 969dd770-d33f-459b-b51c-751c26cf78f1 · outbound
This paper cites LLaMA Beyond English: An Empirical Study on Language Capability Transfer.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.188523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 555a95fd-a86a-4e66-bfdc-43134ddf8ae0 · outbound
This paper cites HellaSwag: Can a Machine Really Finish Your Sentence?.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training HellaSwag: Can a Machine Really Finish Your Sentence?
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.193687Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1bd3f824-e827-4b38-805e-4e22681fc76a · outbound
This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.199483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a9c4d81-3d81-45ea-b1ad-db1a22728878 · outbound
This paper cites Cosmopedia,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Cosmopedia,
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.204845Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 040194b0-2f73-40b0-abde-8aab779ecf15 · outbound
This paper cites Mistral 7B.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Mistral 7B
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.209519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cd2ad884-b6ff-4a2e-b055-b31ff11014d0 · outbound
This paper cites Orca: Progressive learning from complex explanation traces of gpt-4,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Orca: Progressive learning from complex explanation traces of gpt-4,
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.214883Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f38ca34-3f9f-490d-a92b-4c916dd6a136 · outbound
This paper cites Introducing cosmosGPT: Monolingual Training for Turkish Language Models.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Introducing cosmosGPT: Monolingual Training for Turkish Language Models
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T23:11:07.406036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ad16f25f-7633-4136-8cb7-d48dec37d9d6 · outbound
This paper cites XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.224458Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c4dcce90-dc06-46b0-b83d-87a788ed7bf6 · outbound
This paper cites Few-shot learning with multilingual generative language models,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Few-shot learning with multilingual generative language models,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T23:11:07.596464Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 964648b7-08ab-4299-9956-a51a9792f818 · outbound
This paper cites Llama 3 model card,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Llama 3 model card,
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.234045Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bdf210dc-e9b0-4bfd-ba09-c396e245db50 · outbound
This paper cites Decoupled Weight Decay Regularization.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Decoupled Weight Decay Regularization
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.238494Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10f653ad-879e-42a6-b987-a12d412b65d9 · outbound
This paper cites Arcee's MergeKit: A Toolkit for Merging Large Language Models.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Arcee's MergeKit: A Toolkit for Merging Large Language Models
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.244151Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 83bf0cf7-ffb4-488a-8aba-3fc9837e3aa4 · outbound
This paper cites Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.248678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d5fe4d4-5350-4589-b74c-0f393762d95d · outbound
This paper cites Training Verifiers to Solve Math Word Problems.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Training Verifiers to Solve Math Word Problems
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.253350Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b5c4746-2c08-412c-8ab0-463712d873cf · outbound
This paper cites Measuring massive multitask language understanding,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Measuring massive multitask language understanding,
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.258163Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d263ef71-830b-47ae-88d9-61562e9dfe88 · outbound
This paper cites Truthfulqa: Measuring how models mimic human falsehoods,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Truthfulqa: Measuring how models mimic human falsehoods,
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.262394Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f763531d-4cad-4a07-a097-3ead4e23d2f5 · outbound
This paper cites Winogrande: An adversarial winograd schema challenge at scale,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Winogrande: An adversarial winograd schema challenge at scale,
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T23:11:07.267519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8238fc11-b7fd-4985-b66a-636a10ccb8bb · outbound
This paper cites T ¨urkc ¸e dil mod- ellerinin performans kars ¸ılas ¸tırması performance comparison of turkish language models,.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training T ¨urkc ¸e dil mod- ellerinin performans kars ¸ılas ¸tırması performance comparison of turkish language models,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T23:11:07.542127Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 54fbfdef-081b-4004-9995-bbefbe19edc7 · outbound
This paper cites Trendyol/trendyol-llm-7b-chat-v0.1.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Trendyol/trendyol-llm-7b-chat-v0.1
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T23:11:07.526525Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7848dcca-3cbc-45e6-a3dc-e57cdb9e0f0a · outbound
This paper cites Turkcell/turkcell-llm-7b-v1.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training Turkcell/turkcell-llm-7b-v1
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T23:11:07.511117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e221c10c-c261-414b-99cd-f47f6973a8a8 · outbound
This paper cites sambanovasystems/sambalingo-turkish-chat.
Optimizing Large Language Models for Turkish: New Methodologies in Corpus Selection and Training sambanovasystems/sambalingo-turkish-chat
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T23:11:07.495637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Pith citing papers
No inbound Pith citation observations are available.