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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 2026-08-09T06:31:02.800959+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=sha256:8ddc826f4617fe4bde0d1b864e7047888e85d33d00313be63dee65b8e67c3c41

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.328611Z digest=sha256:443ec2c71ac3c53c4842d75e90d79bac948eea07844e16f7534231055e0845c8

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:b9ba2e131f685b70219fecb0824961dd193af2f2597cb5f5542f5c238940d953

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:d883eefa769db59709cc84f49be07b1ef3427fbbc3d83321fb54a7ae4877ad8a

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:b9c30d5e137603e270931bed002587a97972dd7a453601711b3b728b20edd9b9

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.342823Z digest=sha256:c8f620401d791f7f86e4e8a867c242ea655c0068fe9a255785a150a27edf27ee

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=sha256:0859ce0900581f4ab4401618ce8f4bc172f5fc391676ac01b3561c29847d5075

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.348970Z digest=sha256:f3409b48a9d75e8301eac96f3436fe23acc1de880a91ac90d1472e7ebed5988a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.352531Z digest=sha256:3472cf31d6d72ad8db3087560250e11cc492f7f2843c5c407cf71992d4bca40d

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=sha256:479ea31b7cfaa04a9054369540ac8111f9ba86023bdad747c44f3020e158762c

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=sha256:11092c447d3d000659ea6432c48c7e698dd9fa39b36b8bc7874527f7a7747e43

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=sha256:2d8740e976beed2977a0ca7a37f20f079bc801059d020c2e463e7936c30d376a

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.364474Z digest=sha256:97b7f06bd50e880340140fb4c7f17cf781dd95b91eb7a2a528eeef8a5d09f6a9

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.367144Z digest=sha256:b45e2bb9eaa4f64419313a83472494cf5970972523d242ca5af03f325137ce6c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.370071Z digest=sha256:0a78ebea4beca2109d039783687f9de4c9f34785e9ed477364bdefd8ad1b1ff4

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=sha256:64bf521f77d59e2c6b0292a0907f7c5416167c5de211e28a381df9494fb9d1cd

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.375243Z digest=sha256:6f25793dd67da176c15ce426efc129a4597bc5cd4b2bf6140ad8b388125e8938

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:a9242f501ccab5dc9783c53bfeeebacfe11eda2f66e62a43cc01cf7f28f34276

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.381036Z digest=sha256:0c0cabfe016bf7e80c730640758675dd570bc7edfed63e3e5a1252955689ef44

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.384047Z digest=sha256:b63b6eaba4df03ff759b4f0581dab9532fbd9cfa206d643c780d49d44f3fb439

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:f420f6f734e0aab15cf3bcb33d5c68d48a6525730be841621753d7960eeaa5ef

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.389652Z digest=sha256:4595316a9b0a5606a5f8cf00c2d61d48b889a5fe1762c63c0be7bc8a3e11bd24

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=sha256:913c9ba7e17651b3b6356436150202e7f155c739cd2c4ccd661bfed7011c65d4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.395873Z digest=sha256:629607898d547901ab04edeb19761b29fe10421dffab7595f9698d1041484bc1

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=sha256:8c6768ba4f6f382eeaed52fff64561e4313687e904d632949f54f98a4511309d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.402017Z digest=sha256:c56d2699d9c2b9952d5f1abe4ab98896a809710dde90d66c8ee0b9559c58dadb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.404764Z digest=sha256:46fd07b1b16980343adc9eafeb9352c33ebdb4a9444e5913cdc199b08cdeef46

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.407733Z digest=sha256:05f64391f460f9d99d6e013bbd0ba6b6264f8a51b7a7f38f3980e2738889e774

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.410850Z digest=sha256:e26a262c0998354e3dcd90cca0ecf0cb2999f10a664eaf4d32b4623487878866

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.413953Z digest=sha256:8798010dae24ff237c8c219dcc4f8fc1699a9ab72983da997b4885791dfc5eae

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=sha256:6849447f121cb720b5da8b20389690d5e040d7088d7948b4309fccd34bd86088

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.420227Z digest=sha256:97f11d178898b47af0d12038abe2c21513aa351ac375c7c8527b3aef13b38459

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=sha256:5d4181c422076fb5c49eb7748b364ad91f985bec2f78f05f8f539e3504f1bbc2

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:c94844a967137e35745780bd103bbe345e15c2630f792d1a5f7a72bec267a865

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.429238Z digest=sha256:b9b10b11529d6a4a65717edcb8a232193bf6efcf965ac4d6fc6a2cea99b5271d

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:ffba20b6de963282f111f31becbbe9578d1b91caeea1bae1dfa0e22e30cd1d44

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.

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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=sha256:059e391fbef9add21e7dd13a7fe11362d82428f343940b2e67f7d2390debe0c9

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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.446130Z digest=sha256:50931ad9e8cb83cf9dd4f5edc9cbb614ff413d14f69872922da5946cbd7c471c

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:bd25da1b44b5ff0e34ef5954deaaecf938862fb5e9e3c582e85fc25bf1e0a8e0

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 2026-08-09T06:31:02.800959+00:00.

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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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.455383Z digest=sha256:864838c7bfab28d3b41e5980432b73598aecde126a46f86d2e41734c7d975cd5

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.458356Z digest=sha256:7308497ef2d89bad125d81844a0cb39b41629625649cb381392f3c42e1123e3f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.461021Z digest=sha256:bd8cf27dfcbe963dd2393b91c082b2045c7eb049bc3323af68bb11617b57c748

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:af7b7965f36dbfa6fd705b01f9f766f4836a0a2cb53945ae3cbb4b2803c3f634

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=sha256:9c396ab3a166d58fe1424e7c9094cbfdf4de273774315581a5325b3e4e1fee70

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.469058Z digest=sha256:9ce9db3001025fda1ce581f516fea167f99ccee4fe5227e0b8527411317df350

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:d204645b3e5a8077161ccc91d8b1480985c9c0dd5a56ec7f84fcd61015109c95

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-06T23:12:14.474638Z digest=sha256:8d573f479692d727c9d56ea97433d39426c94d608ce1725daac0ab5c45f9aae1

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:ac0ef555efec49722b3687ac7ecc30771d1af07e6e3c08f9476550059f5b3542

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:e843abe391dde54a493cc5be2716f57b0cc63255623bed5cbb870d4fe61e588e

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=sha256:8cf7ec9357afe8022436a10a79b39fb46dc963e647c079e3e957bd29b3fde37e

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:e3f41f1988bd72286b6a1a3584f6f428b815cc80146b5efbb59193479d7823d3

Pith citing papers

No inbound Pith citation observations are available.