Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:12:14.486514Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.19325.
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 2026-08-06T23:12:14.486514Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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
54 of 54 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation aaf9ca59-7bd9-4ff8-9c2d-b05443cdc658 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
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Observation a258bbf3-3d1e-4e74-ad36-e70497af409e · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eedaf86b-1ebc-4994-ba4b-45d0d9bba682 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Qwen Technical Report
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c956d6d-6650-4233-bc55-40f63b277d52 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a76822d6-dec2-4fd3-b87e-9b656e2cbe32 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13ff1e1e-9ee7-4f07-9832-7265d2432e30 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 6
Source-reported events for the cited work
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Observation 84623328-dabf-46b2-91a3-9ee8f61ff3c3 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 7
Source-reported events for the cited work
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Observation ebf3fb8e-37f9-4a2a-a73b-d34c7665e677 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Thinking Like an Annotator: Generation of Dataset Labeling Instructions
Reference 8
Source-reported events for the cited work
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Observation e7d534c1-b452-45d7-96fc-1fac6a6249c1 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 9
Source-reported events for the cited work
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Observation db6b76d2-0acd-4485-852a-57b1a1ee30df · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring UltraFeedback: Boosting Language Models with Scaled AI Feedback
Reference 10
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Unavailable: canonical work link unavailable.
Observation 11b6e4dc-e6ae-4f68-a758-f669fdf1dacb · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 11
Source-reported events for the cited work
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Observation 334e51de-a7a6-4104-b6cb-55ec87620949 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring The Llama 3 Herd of Models
Reference 12
Source-reported events for the cited work
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Observation de7fe54d-217f-43f9-9dc1-ec57286aeb77 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 13
Source-reported events for the cited work
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Observation 7731f7da-dec3-4886-89aa-c6faefec69ea · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 14
Source-reported events for the cited work
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Observation 59683cec-a1ed-4247-80d5-1f330f19a6fc · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 15
Source-reported events for the cited work
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Observation 35478a07-d9c8-49af-b778-17baf72891b2 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 16
Source-reported events for the cited work
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Observation 28f8197b-0873-44c7-954c-e0d05c936f31 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 17
Source-reported events for the cited work
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Observation 338ae2f4-8ea9-4a8a-9462-1503cb8b7f5a · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring LoRA: Low-Rank Adaptation of Large Language Models
Reference 18
Source-reported events for the cited work
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Observation 0c020df5-2a71-48fb-b2ad-5f45add73332 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 19
Source-reported events for the cited work
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Observation 3bca81d7-0fc8-480b-ab1f-cca712780709 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 20
Source-reported events for the cited work
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Observation a6afc087-0450-4d43-a937-e1553e498cb6 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71a8af8a-e3d3-46cb-9943-6557294b78c5 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 22
Source-reported events for the cited work
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Observation 3a97827e-db70-4142-99df-94f726687d04 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Evaluating Language Models for Generating and Judging Programming Feedback
Reference 23
Source-reported events for the cited work
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Observation 25ba3e5e-d24c-46ae-ae2e-9ee0f14199f0 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 24
Source-reported events for the cited work
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Observation 817fa5f9-6b0e-44bd-a0a0-629f9f7f52ec · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 25
Source-reported events for the cited work
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Observation e1bfad81-b58f-4e10-88d0-6dee1aa5a03e · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 26
Source-reported events for the cited work
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Observation d5e4e7ed-ca23-49e3-bc8d-1cc1d50ba297 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 27
Source-reported events for the cited work
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Observation 7b60006b-e288-495a-bee1-156161fcb286 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 28
Source-reported events for the cited work
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Observation efc717d1-b79b-4544-9af9-a11d9a5e660e · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 29
Source-reported events for the cited work
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Observation 86309bcc-d5a3-4522-983d-8dbcce7aa6c9 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 30
Source-reported events for the cited work
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Observation d8dddbbe-6415-4277-9e0b-9ac5e245b403 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 31
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Observation d45c7d0f-d6db-4135-af6a-e6e877234683 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 32
Source-reported events for the cited work
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Observation daac592e-8c21-411c-b71d-8dd71898f0a5 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Liebenow, Marlene Steinbach, Andrea Horbach, and Johanna Fleckenstein
Reference 33
Source-reported events for the cited work
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Observation 18e64b2d-6405-4c8f-a652-82df3415406f · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 34
Source-reported events for the cited work
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Observation bfdef662-515e-4fb6-afa8-4c7a671ce827 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 35
Source-reported events for the cited work
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Observation 03149210-17f1-4c64-b46a-6cdd3f0cddb0 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 36
Source-reported events for the cited work
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Observation 14cb3e18-213d-41f4-a1ca-30ec9cc40f1b · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 37
Source-reported events for the cited work
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Observation b6b4ca8c-d259-408c-9ea3-18ea552ff968 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 38
Source-reported events for the cited work
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Observation 32398a91-80ae-4390-a4ac-b928761b6651 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Burges, and Erin Renshaw
Reference 39
Source-reported events for the cited work
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Observation bb4bb3f2-d911-4611-b7a8-a3114a265073 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 40
Source-reported events for the cited work
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Observation de2863c4-f198-462c-9a7e-126f7bb4af51 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Improving the Validity of Automatically Generated Feedback via Reinforcement Learning
Reference 41
Source-reported events for the cited work
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Observation 912ae7c1-f4a1-4151-b56f-14fd09d08844 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 42
Source-reported events for the cited work
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Observation 72c4854a-7330-4233-883b-d852ddf5d209 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 43
Source-reported events for the cited work
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Observation d2d705b5-29c7-4043-9ac8-32859f75aef9 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 44
Source-reported events for the cited work
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Observation f512402a-99d2-429e-9d54-343905243725 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 45
Source-reported events for the cited work
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Observation 11f7400a-672f-4ee3-86ef-df27e0a3e49b · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 46
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Observation 581f6b42-8aa5-45ee-b5e6-bb4c656ca6a2 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 47
Source-reported events for the cited work
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Observation 9bfa519d-93ca-4df7-a07f-c8d032361484 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 48
Source-reported events for the cited work
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Observation d98c47db-e4c8-4d0f-ae93-9fefb89097d5 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Large Language Models for Education: A Survey and Outlook
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a553d7b7-6514-406e-9de7-212386b7fa42 · outbound
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4b3e9db8-d2bd-4c8c-ace8-fd3979bbc0f2 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 51
Source-reported events for the cited work
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Observation 977a587b-1ae5-4893-9580-f12c6cde00d0 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c58710fd-83f0-47ba-8555-64af05817b19 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring URL: " 'urlintro :=
Reference 53
Source-reported events for the cited work
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Observation 42f763cb-8869-4a5d-9e04-42c221995e55 · outbound
FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring write newline
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.