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Paper Citation Record · LEDGER

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring

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.

pith.paper-citation-record.v1
2506.19325 v2

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:12:14.486514Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

54 of 54 outbound references displayed

  • verified exact6
  • verified fuzzy2
  • unresolved44
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aaf9ca59-7bd9-4ff8-9c2d-b05443cdc658 · outbound

This paper cites GPT-4 Technical Report.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.324745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.324745Z digest=sha256:0490f4c5e2041de2fa3028185a4996027ab538b3fd002e5d7e92082528185bf0

Observation a258bbf3-3d1e-4e74-ad36-e70497af409e · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.770889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.328611Z digest=sha256:7877b3d76a065490e2610b33ab97e910683202fb9777377e153da460b91cecdf

Observation eedaf86b-1ebc-4994-ba4b-45d0d9bba682 · outbound

This paper cites Qwen Technical Report.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Qwen Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.331621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.331621Z digest=sha256:e5d53e6b876d76e4470c3d35c5b6517aa1847f092a62af91a534746ffbf402b5

Observation 6c956d6d-6650-4233-bc55-40f63b277d52 · outbound

This paper cites Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.335960Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.335960Z digest=sha256:548236838a1382cfb687f93b4f34c845e9a4d248493cc754529ec0a7fe49b942

Observation a76822d6-dec2-4fd3-b87e-9b656e2cbe32 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.339275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.339275Z digest=sha256:b9a6c902c391afafdb570825bb60be2f81e44fed72e219057bf5cb9b180afaac

Observation 13ff1e1e-9ee7-4f07-9832-7265d2432e30 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.760513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.342823Z digest=sha256:4871f5aca0843ea7a8545fe17aa383e1e041a6e79c772f473785e2cf783bb37f

Observation 84623328-dabf-46b2-91a3-9ee8f61ff3c3 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.346141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.346141Z digest=sha256:e80cc1b675fb4f9127267328dec210254840a7f395c028cdb1250b9787f96ecd

Observation ebf3fb8e-37f9-4a2a-a73b-d34c7665e677 · outbound

This paper cites Thinking Like an Annotator: Generation of Dataset Labeling Instructions.

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

Resolution
verified exact
local_arxiv, observed 2026-08-06T23:12:15.368999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.348970Z digest=sha256:857566f90f5c7ff9cf4fb13e076c80f83300c49230b08043da2fa82d3deb01dd

Observation e7d534c1-b452-45d7-96fc-1fac6a6249c1 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.750430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.352531Z digest=sha256:e0f33e3195aef66029f7c57bef835c64bc9c7154b215c7311a711d8d121299bf

Observation db6b76d2-0acd-4485-852a-57b1a1ee30df · outbound

This paper cites UltraFeedback: Boosting Language Models with Scaled AI Feedback.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.355584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.355584Z digest=sha256:016806d62c924bd9b5e52b5e34f9af7ca332d2debb41794da3a5904f22d8338e

Observation 11b6e4dc-e6ae-4f68-a758-f669fdf1dacb · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.358910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.358910Z digest=sha256:19a0b65f18457e371ead64c5f39a3e12af52bbc40c80d1c26e4875992ffd3b78

Observation 334e51de-a7a6-4104-b6cb-55ec87620949 · outbound

This paper cites The Llama 3 Herd of Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.361698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.361698Z digest=sha256:1bb1194d753aa1c8c7a9d473ab1a3fb2d39df74b273e8a080d567340d9de9e46

Observation de7fe54d-217f-43f9-9dc1-ec57286aeb77 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-06T23:12:14.569663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.364474Z digest=sha256:78b83a74401787fe0f024ce6e43b8693d570e79d1f8e59314d81811bdbb925ed

Observation 7731f7da-dec3-4886-89aa-c6faefec69ea · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.739425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.367144Z digest=sha256:30e70ccc39e6be6ef5bc906c8656c78e148161f1f27297519327706993571ccc

Observation 59683cec-a1ed-4247-80d5-1f330f19a6fc · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.728424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.370071Z digest=sha256:f2193b08741fed5fb3018376258a415ace435202c688e962d6fd6289c4d32c36

Observation 35478a07-d9c8-49af-b778-17baf72891b2 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.372759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.372759Z digest=sha256:4a7038204b57868eaed9393443eb93892c890bb2435b9961f17b6e1c62b29c7f

Observation 28f8197b-0873-44c7-954c-e0d05c936f31 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.718337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.375243Z digest=sha256:488c10a758a7d3c85fcd1d3ee0d7b124278cb7a53a82475ed9beffa6ab6558cf

Observation 338ae2f4-8ea9-4a8a-9462-1503cb8b7f5a · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.377901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.377901Z digest=sha256:183d0d7dc016a4984929ed16e419a08da72ca88bdfc86cc499845e86fb9eaf66

Observation 0c020df5-2a71-48fb-b2ad-5f45add73332 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 19

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T23:12:15.159901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.381036Z digest=sha256:4a9b4ca5ae8c35e0ce6842c24aa800c6076b96f2d245f2ca07e5b83393c68a2f

Observation 3bca81d7-0fc8-480b-ab1f-cca712780709 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.708094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.384047Z digest=sha256:f86fb15f8735b952041cef4855462088fa9d67a3cf905f04ee66f72ffdf8ed01

Observation a6afc087-0450-4d43-a937-e1553e498cb6 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.386713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.386713Z digest=sha256:b0b238f7927bc7c5d918adcc2388526e7359e019ed1d75c9f7685b247ff57499

Observation 71a8af8a-e3d3-46cb-9943-6557294b78c5 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.698325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.389652Z digest=sha256:638c2bf56885adbb1eeff5fc807d676837bbf9b042189bbf352756f20fc6aea5

Observation 3a97827e-db70-4142-99df-94f726687d04 · outbound

This paper cites Evaluating Language Models for Generating and Judging Programming Feedback.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.392716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.392716Z digest=sha256:d534e5d472beefb688838870c736c216a0f86b4c8062e46531778b2549d0ad7a

Observation 25ba3e5e-d24c-46ae-ae2e-9ee0f14199f0 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.688905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.395873Z digest=sha256:3f0cb2e0528d0c53d05b583c5dfa3b796e15152367445dcde5af2b7a30bf7a5a

Observation 817fa5f9-6b0e-44bd-a0a0-629f9f7f52ec · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.398792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.398792Z digest=sha256:5a9c2278d13c8d74088a53a198de52f5a2343f96ae6ca076b0839671a77e8049

Observation e1bfad81-b58f-4e10-88d0-6dee1aa5a03e · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 26

Resolution
verified exact
doi, observed 2026-08-06T23:12:14.558837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.402017Z digest=sha256:199b3876493c8ac1b274e4f61c94f93e187245df47d8f3d74d1e949f5ae772b9

Observation d5e4e7ed-ca23-49e3-bc8d-1cc1d50ba297 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.673556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.404764Z digest=sha256:72910a1da60f9c378ff21ea9af208b9c94359bbb52db4b6156539e9655182d62

Observation 7b60006b-e288-495a-bee1-156161fcb286 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 28

Resolution
verified exact
doi, observed 2026-08-06T23:12:14.548982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.407733Z digest=sha256:1a0c1642db944c66dfc5fd0baef098d881f9d960447d2774a6b01d9b216faeb7

Observation efc717d1-b79b-4544-9af9-a11d9a5e660e · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 29

Resolution
verified exact
doi, observed 2026-08-06T23:12:14.539941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.410850Z digest=sha256:225c99f672d247a30cc1c1c3d76e9869efc495f9e3f006da9d4f739ff04a7b21

Observation 86309bcc-d5a3-4522-983d-8dbcce7aa6c9 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-06T23:12:14.530217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.413953Z digest=sha256:e982c101327f5c7286a974d3dd83af73c20774227787f58506f8c23b5b944e87

Observation d8dddbbe-6415-4277-9e0b-9ac5e245b403 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.417228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.417228Z digest=sha256:48c4b5ebf7883cddd82030bfe0a15db43790f99f98f6d9b9131a4863f61576fa

Observation d45c7d0f-d6db-4135-af6a-e6e877234683 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.663590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.420227Z digest=sha256:bc9cd129837c78930f3d10674a0152f41a2ec6712bbb2a9857d1c8d8c7b902f1

Observation daac592e-8c21-411c-b71d-8dd71898f0a5 · outbound

This paper cites Liebenow, Marlene Steinbach, Andrea Horbach, and Johanna Fleckenstein.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.423142Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.423142Z digest=sha256:4cf66fe2649cf6e1725620734f9fab11ad7080658a54aea27a1640c302f548ed

Observation 18e64b2d-6405-4c8f-a652-82df3415406f · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.426494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.426494Z digest=sha256:48f9dbe9dbe3daad2822b6308e53450246dea10e709ffa7b046fc74e57b80a7f

Observation bfdef662-515e-4fb6-afa8-4c7a671ce827 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.647150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.429238Z digest=sha256:aee0ad1d7287f8bef40872f756f804ce60ef2c527fc252c0943005ab692c28db

Observation 03149210-17f1-4c64-b46a-6cdd3f0cddb0 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.433116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 14cb3e18-213d-41f4-a1ca-30ec9cc40f1b · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.435915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.435915Z digest=sha256:87b9a9d366c7864d23897f2941e1c85ce28a9ee4bc997d40a126daae55fed2e9

Observation b6b4ca8c-d259-408c-9ea3-18ea552ff968 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.439217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.439217Z digest=sha256:aca848cde9cc87e25a042dbdc5ed81bac017d7ee15e9ca2e26d37723b6e87d19

Observation 32398a91-80ae-4390-a4ac-b928761b6651 · outbound

This paper cites Burges, and Erin Renshaw.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Burges, and Erin Renshaw

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:12:15.624180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation bb4bb3f2-d911-4611-b7a8-a3114a265073 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.615240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.446130Z digest=sha256:ef075d7a368687ce5950ddb7195934d68ca723cd393e4d94fd4aa0ac378698b5

Observation de2863c4-f198-462c-9a7e-126f7bb4af51 · outbound

This paper cites Improving the Validity of Automatically Generated Feedback via Reinforcement Learning.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.449101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.449101Z digest=sha256:2a80f1b486c590efc4d55dfbc207960b34a16f5723e086f95db31741a75e254d

Observation 912ae7c1-f4a1-4151-b56f-14fd09d08844 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.605900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.452314Z digest=sha256:edb579f3595e286dc44ac794c07a47df60ab59f024aa750b6bb21ffc5c4f6e52

Observation 72c4854a-7330-4233-883b-d852ddf5d209 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.596994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.455383Z digest=sha256:b090f0ea98ad57e67f2c84306640ffb1ed106ce750cc11fdc144ef3c5803d935

Observation d2d705b5-29c7-4043-9ac8-32859f75aef9 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.587993Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.458356Z digest=sha256:3f9e1d2249cd9506d689f3ac0ecb23ffb465cc73e5ef34a81be71d1649c7bfd4

Observation f512402a-99d2-429e-9d54-343905243725 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-06T23:12:15.578395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.461021Z digest=sha256:427077ffb718f767922fe362e801611e8b4174c53126c70f39edd0f6f9e2bfb7

Observation 11f7400a-672f-4ee3-86ef-df27e0a3e49b · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.463815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.463815Z digest=sha256:de307b521087c59dd2eba259802c6ca28a3292b226d8c0995cd2cc9b2700f746

Observation 581f6b42-8aa5-45ee-b5e6-bb4c656ca6a2 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.466451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.466451Z digest=sha256:1880b5306303bc9b6aab558b107ef6daba0616fc5e8a5954cbb2a290d69609eb

Observation 9bfa519d-93ca-4df7-a07f-c8d032361484 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 48

Resolution
metadata mismatch
raw_fallback, observed 2026-08-06T23:12:14.724330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.469058Z digest=sha256:b27599cdcbd4c297d5ec966d8847160dc65c425a3257d75435c02c6fabd9b2eb

Observation d98c47db-e4c8-4d0f-ae93-9fefb89097d5 · outbound

This paper cites Large Language Models for Education: A Survey and Outlook.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.471945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.471945Z digest=sha256:5505bac331c7adbf23a76f0f63c9c4918b21d63696addb8facb693c53fca2908

Observation a553d7b7-6514-406e-9de7-212386b7fa42 · outbound

This paper cites Baraniuk.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Baraniuk

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T23:12:15.568747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.474638Z digest=sha256:18f8a41fae54db5a82a45bc2c7172fbd10e22d1bcd52303166a30f8d0c3d4ad3

Observation 4b3e9db8-d2bd-4c8c-ace8-fd3979bbc0f2 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.477448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.477448Z digest=sha256:e6ac3d2d76dd3cebe83ad4840a6eb59e115e30fe05dcb611e63017011821e13a

Observation 977a587b-1ae5-4893-9580-f12c6cde00d0 · outbound

This paper cites an unresolved cited work.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring Unresolved cited work

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.480675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.480675Z digest=sha256:13fb499f06808a727c130907f1888d31ecfa602053cfc52980ca5643807d1048

Observation c58710fd-83f0-47ba-8555-64af05817b19 · outbound

This paper cites URL: " 'urlintro :=.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring URL: " 'urlintro :=

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.483337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.483337Z digest=sha256:62c8e1c397685f1d2a5bde893caa6a15b48ba9299de7d7000953b95d2a790993

Observation 42f763cb-8869-4a5d-9e04-42c221995e55 · outbound

This paper cites write newline.

FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring write newline

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T23:12:14.486514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T23:12:14.486514Z digest=sha256:2c269bd583663de1f72db2313afea38a8fd97d31ead1b77785248053cb117df6

Pith citing papers

No inbound Pith citation observations are available.