Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T13:53:39.872729Z
Paper Citation Record · LEDGER
Trigger$^3$: Refining Query Correction via Adaptive Model Selector
As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2412.12701.
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 2026-08-15T06:32:42.880941+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
42 of 42 outbound references displayed
- verified exact1
- verified fuzzy0
- unresolved41
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 42d2c222-fedc-4875-94f7-1e271b6145d4 · outbound
This paper cites , " * write output.state after.block = add.period write newline.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector , " * write output.state after.block = add.period write newline
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:38.875278Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bd92ca8-1e28-458e-8ab8-75e41c003b1f · outbound
This paper cites write newline.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector write newline
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:38.881292Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c251ab8b-f0a0-4190-ac8f-a33eea771c28 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:42.033752Z
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 cf69b7c0-4c94-4c54-ba5b-fd41929e497e · outbound
This paper cites Qwen Technical Report.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Qwen Technical Report
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:38.893283Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8cc8179-4958-4caa-be71-183e0a56dbf7 · outbound
This paper cites D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector D.; Dhariwal, P.; Neelakantan, A.; Shyam, P.; Sastry, G.; Askell, A.; et al
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:38.899455Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdb8e9db-4afa-47d3-ba3c-7fb4ccac3810 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:38.919595Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acd363ff-d602-4005-a915-38602c748b70 · outbound
This paper cites Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Analyzing the Performance of GPT-3.5 and GPT-4 in Grammatical Error Correction
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:38.967489Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ff3ea0c-152a-4246-b0ed-d75a52a8997a · outbound
This paper cites Prompting open-source and commercial language models for grammatical error correction of English learner text.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Prompting open-source and commercial language models for grammatical error correction of English learner text
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-08-11T13:53:40.336562Z
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 61a3e56c-2431-428c-96e5-ed2bfa20fa97 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.095014Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bffb12e4-11f6-4d87-a9a8-5d18301b47ca · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.931794Z
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 438b726f-6e9c-4863-96d6-32b90fc13a99 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.916722Z
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 27b4f7dd-ed42-4d6d-826b-1e17fceb12c3 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.901109Z
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 ccfbc0ea-1a23-4add-b7ab-215e73fc2ec6 · outbound
This paper cites Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.304746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 215a8989-9d87-4118-8923-97580543f93d · outbound
This paper cites J.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector J.; Wallis, P.; Allen-Zhu, Z.; Li, Y.; Wang, S.; Wang, L.; Chen, W.; et al
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.311669Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d2a3063-c84a-48da-a006-81ed9b09c9fe · outbound
This paper cites Adam: A Method for Stochastic Optimization.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Adam: A Method for Stochastic Optimization
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.318942Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a678a382-c43d-4fa5-81b3-ae0df1b25fb9 · outbound
This paper cites On the (In)Effectiveness of Large Language Models for Chinese Text Correction.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector On the (In)Effectiveness of Large Language Models for Chinese Text Correction
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.324984Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0437e65f-8c6f-4656-91c0-404acc2cfbdf · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.872495Z
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 aa2ae178-81b5-4355-99b9-07f9d5b52544 · outbound
This paper cites Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.345921Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 95ed98fa-5806-4288-a4a0-8bfc79ba1940 · outbound
This paper cites AutoMix: Automatically Mixing Language Models.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector AutoMix: Automatically Mixing Language Models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.353027Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a61b81bd-3442-4927-b8fa-68b2461459c1 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.810797Z
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 99249b1e-6964-4d3f-826f-c448dba53f15 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.364858Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94bc27b4-20f4-4ba5-a3d3-cd7a82db915d · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.717345Z
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 86259409-feaa-4159-ab8f-81a808b1d7e9 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.374800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa3046d1-11a9-43bd-84e2-207d0c1471c4 · outbound
This paper cites Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Optimising Calls to Large Language Models with Uncertainty-Based Two-Tier Selection
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.379901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d517f85-1c0d-4106-be0f-66ebb4f95530 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.637258Z
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 07865e89-178f-4537-a27b-31706615517f · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.619567Z
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 211d1d88-a465-4af5-9510-9458d91f3cd6 · outbound
This paper cites Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.646936Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0ec6fdf-6b7d-4231-8150-2ae06ba89f70 · outbound
This paper cites Safety Assessment of Chinese Large Language Models.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Safety Assessment of Chinese Large Language Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.701903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 10f35475-5138-428f-931a-039a157ac399 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.602687Z
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 407f5dc6-b243-4711-b59d-3187dd8dacdc · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.585957Z
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 80cb1be3-e2a0-46ab-aa52-1ab2635bbd3b · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 32
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.510042Z
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 43af150b-a50d-4f32-ac7d-41e4d7b4cd05 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 33
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.342430Z
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 1acbfc14-6839-489c-b769-e583c65dae85 · outbound
This paper cites Baichuan 2: Open Large-scale Language Models.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Baichuan 2: Open Large-scale Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.801590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a475811a-cfde-4072-99aa-a6991f8a820e · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.268127Z
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 88ed9196-4555-4c73-8cd5-d38f6e0b847e · outbound
This paper cites Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.815797Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f21f953c-70a5-460f-ade9-4c3bb70db896 · outbound
This paper cites EcoAssistant: Using LLM Assistant More Affordably and Accurately.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector EcoAssistant: Using LLM Assistant More Affordably and Accurately
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.824410Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2f39494-7f50-4e54-be41-6c76b0b5cce1 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:41.091126Z
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 921baaa9-50e0-42af-aa78-12d49c962689 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:40.974228Z
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 e6e07ac6-7c74-4b3d-92d9-464494910292 · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:40.810756Z
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 1e7c9978-8a97-4767-bf8b-66cdbc44c3d4 · outbound
This paper cites Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.860538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a6467e6-0b25-4ffb-9b0f-7ad0c1860a9c · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-11T13:53:40.663211Z
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 6b0f9cc7-a880-4f9d-a262-80e7237e096f · outbound
This paper cites an unresolved cited work.
Trigger$^3$: Refining Query Correction via Adaptive Model Selector Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T13:53:39.872729Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.