Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:02:43.986567Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 2 inbound Pith citation observations for arXiv:2412.12541.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:02:43.986567Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T11:39:56.519583Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T20:57:23.330644Z
57 of 57 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 584061e3-cbf1-4604-b508-f41759056da1 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning A Survey on Data Selection for Language Models
Reference 1
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Unavailable: canonical work link unavailable.
Observation 0c2e7850-3a39-4710-b31e-4ce0a4108ad7 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4bcf72e7-17ef-434d-b0eb-1fe4bbc6ded3 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fc33136-bafd-4270-96e9-fb4b35e0b73e · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bbac69b-557c-4bd3-90b4-854898390750 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Andersen, and Ted Briscoe
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 66414420-4895-4d97-8ad3-6a18c34937b4 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f789b117-a856-46e8-8b57-57d04af43449 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation 6c9c6c8a-61f0-4429-b272-22afaef882c6 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Visualizing and Understanding Curriculum Learning for Long Short-Term Memory Networks
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c830265-0848-4c7e-aac7-e8340b7ed598 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1cd5186b-a7a7-4063-ac3b-19405b5de0e7 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Wong, Xiang Wan, Lidia S
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 738c3479-841c-49bd-be7e-4277acb5117b · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Wong, Runzhe Zhan, Liang Ding, Lidia S
Reference 11
Source-reported events for the cited work
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Observation eed98f7f-7082-4ba3-89e4-5545840a9796 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea0ead9d-0e63-4ea9-b1cb-68b6d231d9e5 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91fb7458-2626-4c46-90dc-f6d6fef0b69f · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6ee156f6-a112-4b94-b147-9a04425987d0 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 15
Source-reported events for the cited work
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Observation 5ae43e88-6e3e-4b06-a6c5-314dc3ab9e2e · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21a4024d-424c-4e6c-88ae-ae5d7a0ba44e · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62eb958e-6a36-4420-9907-44a77ca9ed0a · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41b8cb83-7bb1-4ffd-9520-adf7ebc3d8a3 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bff6221-7302-413c-a1e6-a3338e1b3b1b · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40c6918b-00a6-4f31-8794-ca0168e7843c · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Wong, Yang Gao, Heyan Huang, and Min Zhang
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a6e73a8-6b42-4a98-82bc-b43cbfa67b00 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Wong, and Lidia S
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cedd2967-96af-45a3-b2f6-c5131daf13d6 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 23
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Unavailable: canonical work link unavailable.
Observation 4acf3b8e-98a0-4b62-a49b-f8312181baf3 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Large Language Models: A Survey
Reference 24
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Unavailable: canonical work link unavailable.
Observation e43f5e6e-d2e6-47d5-9c62-357c8bd48e86 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 25
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Unavailable: canonical work link unavailable.
Observation ef62a164-086e-44f0-9bbd-43d73c1b0131 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c5c59998-5f5c-41f8-a77b-413a8eb2b21e · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93da23c1-f62c-4248-bc56-e700bcc0f482 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning GPT-4 Technical Report
Reference 28
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Unavailable: canonical work link unavailable.
Observation 27e2d464-ee25-4c01-bef9-075646b36cff · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding
Reference 29
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Unavailable: canonical work link unavailable.
Observation ea266ff9-a8e7-49ba-a4ca-0e287fffc424 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a5c1fbf-0b5e-452f-8587-55c1d60c34a4 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 31
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Unavailable: canonical work link unavailable.
Observation 27a40a04-1b3b-4247-8171-2506ed3a784d · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 24a8970b-4a9e-4b38-b590-043eb5114a41 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Learning to Reweight Examples for Robust Deep Learning
Reference 33
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Unavailable: canonical work link unavailable.
Observation 258149c9-3490-4254-9da0-d126c0c12fd9 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 34
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Observation b780d766-641a-438b-a915-ea67722011c4 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 425bc381-8cbc-4191-977a-cd7f07654b23 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
Reference 36
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Observation 6b8eaf30-60e7-4a96-b053-ee0fe22b53c9 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Spitkovsky, Hiyan Alshawi, and Daniel Jurafsky
Reference 37
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Unavailable: canonical work link unavailable.
Observation bf50877d-a2b7-447a-b584-f0d6c7cdfdcf · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation ea07bacb-6ad6-412b-a914-f16bbc532910 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 39
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Observation 501c0308-e0ae-40be-a408-cd2e9b59f10a · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 40
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Observation 7f485de0-9062-4c4a-b574-d6010f65d979 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Phan, Xingdi Yuan, Jinfeng Rao, Siu Cheung Hui, and Aston Zhang
Reference 41
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Unavailable: canonical work link unavailable.
Observation 1505a7f8-925b-4311-8637-a99c599a46d3 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning LLaMA: Open and Efficient Foundation Language Models
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 913fac2a-a679-420e-9f9c-d49a289b7c46 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Llama 2: Open Foundation and Fine-Tuned Chat Models
Reference 43
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Observation 42bde1b4-3209-4719-b693-d41f8cae5cb3 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 44
Source-reported events for the cited work
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Observation c90498f7-e03e-45ef-94f4-9eaf5abbc1fa · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 45
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Observation 5a998296-4a9a-4b9f-9064-4db61e7354f1 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning LESS: Selecting Influential Data for Targeted Instruction Tuning
Reference 46
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Observation b79d8a92-d2b1-4c31-b5f2-9daa0300683c · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 47
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Observation bafc8238-2591-4e2b-9b14-07399a6482e7 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 48
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Unavailable: canonical work link unavailable.
Observation 81d9d13a-ddfe-49cf-ba90-0db3a82269dd · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 49
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Unavailable: canonical work link unavailable.
Observation 187f8b41-c3f8-40a4-8b53-afcba18493bb · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning An Empirical Exploration of Curriculum Learning for Neural Machine Translation
Reference 50
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Observation 89ba842a-c833-45cb-abee-a2b99b18a442 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance
Reference 51
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Observation 8e96cb2d-831f-443d-8741-bf4338301ad4 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 52
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Observation 031fcd59-fa76-4902-a4cb-b0f39efbcfa7 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 53
Source-reported events for the cited work
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Observation 148ac8dd-8fea-4b28-9ef4-c25015069290 · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9cbc61a9-96cb-4d3d-8c05-043d1bf8441c · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning Wong, Yu Wan, and Lidia S
Reference 55
Source-reported events for the cited work
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Observation 41f75a5f-aef3-4598-b630-ede7e8bef8ec · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning online" 'onlinestring :=
Reference 56
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Observation bbea7723-6147-4225-90bf-648ea434482b · outbound
LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning write newline
Reference 57
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Observation ecc4f4be-b032-44b2-b0eb-d3d8219c19e0 · inbound
From Silent Signals to Natural Language: A Dual-Stage Transformer-LLM Approach LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning
Reference 9
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Observation 3b3bd30c-0fa0-4f09-a94a-4dce3df90357 · inbound
MC-PDD: Masked Corpus-Level Pretraining Data Detection for Black-Box Large Language Models LLMCL-GEC: Advancing Grammatical Error Correction with LLM-Driven Curriculum Learning
Reference 2
Source-reported events for the cited work
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