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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 20 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 2026-08-20T06:33:59.587034+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=sha256:381a904f28b36201235804d0708fa0164fce3b944845fdd176c6fb1b9946eacd

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.328611Z digest=sha256:a63a7fb5d71008f57c7921a4ed5782e94e77be8751c87b59cf79cd0e0ae7ff88

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=sha256:684cc744088e8fdd6d598bc594f427fe36b9a0eaa505738eeef9d19a5b16385c

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:f3815413fb78fcbd82a0e2d88620f307764367691c15f3ce9b9352f9fd32e50e

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=sha256:01eb5bab9ebffe15a5c97c5866990f7c7f50f8c6cf7fd993eb3ea84aaf9916d5

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.342823Z digest=sha256:80505909ab7a66c47a5273b900cfa694cc5499fdb1fb123665b0fa8e6d08d4e0

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=sha256:935c6393743160a6fad0e99276c76b10bec8235257123b2f807f883731996af6

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.348970Z digest=sha256:c5e1c5788b60b2f8fc9a6cf54fed01a6bd6a5abcbc91df77aa1a395995c76a21

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.352531Z digest=sha256:863bb768143e243d859898892851e75f4c07bae3ebe8651480f1a713387f1b29

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=sha256:1bd5a2a461848dbb5dc70e3f834abdce3947863ce96d4e1c9debcce21fc2900a

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:be5b7f9e005591f06467ad77a50b9a342c111cf78aa9dbf8e37527dc7b2ac909

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:d203cfd06b17611741bd1d2fae0b30b243c36094ca0cc3af3735ba8afc2e25e3

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.364474Z digest=sha256:52eade2c7fe1cc8e2fbb8abb0f3576c739038b517fa577a717791341954b55c0

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.367144Z digest=sha256:c9a5650f7b0d07982a016b24b783e5540eba48e4640d54c5868d9453b1dd9762

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.370071Z digest=sha256:f8b662489824619fb8d8f860b3e66e75d7375dbccd3a0a963ccd03004d56440d

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=sha256:48a9a085c935033cb0dfd5e36e5ac0d530c9039f674c83eccdde9624e3c0b315

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.375243Z digest=sha256:be3bef91f7e8baca459da4e71b82ef4297e68f40d88fc8acd45844507afd563c

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:ef17362fd9358721cefed1a224f273decdb4f522a81fbe06bd2e452a1d19e6ab

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.381036Z digest=sha256:33865ab5d54e9b038a0bf76e623deb979d9e0223d24aa7488d43b2e42a17127e

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.384047Z digest=sha256:2a1d996d9ecd55f193cd7e2a901779c8aa4dcafcea727f9affc55bf0199fa1d7

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=sha256:41214155ea09230a9b79ac26f981a1ee0de726c3e6dc7e3b2cc58a9c63fd81e0

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.389652Z digest=sha256:b2352c8239f8ea9e96bfa4983b094cb028c8a6a69922474c87f235822aab50f4

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:be483c58270a8a079b240557566620e9a95a14fcbc3151c7a0b8c14486987f3e

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.395873Z digest=sha256:ef392e28166ffbab001f73cd64711cd1f6630390b0bf51ccd71cf4157dfd2ac2

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:d2567fdc595710dee3b714d9729bb63597b9ee8378e57b75a53823a7acb4d5f0

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.402017Z digest=sha256:945ece9e52d522853900ab948c825a6a8785973c9fcc27409494ec4311cc33ea

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.404764Z digest=sha256:ac94c0a9e41cc31a4af97218ffc61d55ba7d6323834fa20d82fbdb4a36d3512f

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.407733Z digest=sha256:bfb0b1ce4a0e6f48c80c33316e88567d85a30cefea1825809c86f12d5e09967a

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.410850Z digest=sha256:d8a86f6fb8a3edc69041383cddb2c432dff815cc56db3845891d1680d13022e2

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.413953Z digest=sha256:a3f141eab1bb9afd8233df207cbaf379e3e94dd780ddb179aeea4c917588ed32

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=sha256:7b18d5b836de0ebd075aeda4f6187af31f6317a80e140485fc8ff6e838a66a31

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.420227Z digest=sha256:d703c031de69e6a5f36fd4480a26c438a8dd41ab512514c26824c7c80eeb3c39

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=sha256:2afd035e9350dbda5b0243344976cf39a122487cc14c8c65b9a16c4307e0deb3

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=sha256:6f766c8b92da515769524657f774d828d8a9dfa8deac89753d5009793eee6265

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.429238Z digest=sha256:26c2817a9ffe44c237396650ed626c5f486e03341ddb6d5328afa0c372a8b351

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.

source=arxiv_source observed=2026-08-06T23:12:14.433116Z digest=sha256:a131770b3499a390a73d3e1795c0c5307e536226559a0f68abf96a88b07b0d5f

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:f379a8cf516517ba5914ee5c8596a39ef523f872fab431858c3f4a7312a7359b

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=sha256:4d6895f1e0071be4d38302698d23e558cff2dca94c9968c7ddd59090165349e3

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.443403Z digest=sha256:f7c0a64ab26eefc4d9e8e8df4ffd2582da2e533fa6ab730fd9c921974b585273

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.446130Z digest=sha256:f81e63d41ffe8d701467e2575b3cf9164d1e234616149b3ac97d2c2adf6b53a6

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:ec323866835c3de2725cb9fa89deef553349e71c099652ed28262de217dbadea

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.452314Z digest=sha256:627c93209e32b850cdbad99ccfaf0d25895a545819bf2ba0ce33a440fe698844

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.455383Z digest=sha256:ac4b162e553511be63bc9d872ced60d4521e0f32d4998aebfd09aba1d912ddd0

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.458356Z digest=sha256:76b327bfd8cdac120621dbe9af79d981f55f5ef995a2f4c8e6369bb887264e2d

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.461021Z digest=sha256:e89d064aab118276fad90300d7f7fdb6a2b4e9f1973812185f0d1019d6f499b1

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:c77610563d408618f952da8e5212a3d21719d366143763362e79047fc93828f0

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:f59af7c6c1b5068cd4b094ee8ca8b9514dd49cccf8a36f5c8cfa231029bb1480

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.469058Z digest=sha256:03abe13bfc3e49d9df9148a3211162f5119cd95ddf86864949d33c088646fba1

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=sha256:2ee58609cf51b9cbe2ae3b7315cf6d0ca1cb04fefe2a46a4533805cfc44d9168

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 2026-08-20T06:33:59.587034+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.474638Z digest=sha256:b99df4507a04e7c963857a1cd05e8c8b11a9165b2a38ff678dc1babe6e49c32c

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=sha256:62d2fc16badac941f17685f595d53ca6eec1200f674890b8791a351b60c87ec2

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=sha256:0a545e2ec7ce484c93c3916f1c7d1043cfa63a2db9ab06182b0560118778b0cc

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=sha256:233c721dbf13540e2da0d531f58f283c7855f644e6dead60662cac47093831a1

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=sha256:164be9a4910ebb0b1842833ea3064d0b5b347af3ba8c37d03652b242f9aa5783

Pith citing papers

No inbound Pith citation observations are available.