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Paper Citation Record · LEDGER

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models

As of 20 August 2026, this Paper Citation Record lists 61 of 61 outbound references and 0 inbound Pith citation observations for arXiv:2504.15093.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.15093 v1

Coverage vector

measured 61 of 61 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:35:54.710361Z

measured 61 of 61 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

61 of 61 outbound references displayed

  • verified exact12
  • verified fuzzy19
  • unresolved27
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2ffc8609-b3c5-47c7-b38e-3084725e34e3 · outbound

This paper cites In: Griffin, P., Care, E.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Griffin, P., Care, E

Reference 1

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Observation 4a233584-f19a-4a0c-a96a-a1526aea7ad3 · outbound

This paper cites In- ternational Journal of Computer-Supported Collaborative Learning (2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In- ternational Journal of Computer-Supported Collaborative Learning (2024)

Reference 2

Resolution
verified exact
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Observation 703ee9d4-e9ee-4b95-85c9-2a38ad9652af · outbound

This paper cites Artif Intell Rev43(2), 155–177 (2015).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Artif Intell Rev43(2), 155–177 (2015)

Reference 3

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Observation a6aa2ef9-cc0a-4e21-80e1-52edffaa36af · outbound

This paper cites In: International Conference on Artificial Intelligence in Education.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: International Conference on Artificial Intelligence in Education

Reference 4

Resolution
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Source-reported events for the cited work

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Observation fe44dffe-67c3-48bd-b9f5-f8d379c6a22d · outbound

This paper cites In: LAK23: 13th Interna- tional Learning Analytics and Knowledge Conference.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: LAK23: 13th Interna- tional Learning Analytics and Knowledge Conference

Reference 5

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Source-reported events for the cited work

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Observation 0df96e7d-7013-4ba2-8c32-d72c32ddf1fc · outbound

This paper cites Telematics and Informatics 91, 102135 (2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Telematics and Informatics 91, 102135 (2024)

Reference 6

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Observation 46240b08-91b0-4506-b926-e945a330397d · outbound

This paper cites British Journal of Educational Technology 00, 1–20 (2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models British Journal of Educational Technology 00, 1–20 (2024)

Reference 7

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Observation 92715119-7d54-482a-b56e-feef59380db9 · outbound

This paper cites British Journal of Educational Technology 51(5), 1441–1449 (2020).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models British Journal of Educational Technology 51(5), 1441–1449 (2020)

Reference 8

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Observation 836a0f11-015c-442a-9b5a-ae45636c0ee9 · outbound

This paper cites Computers & Education 116, 93–109 (2018).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Computers & Education 116, 93–109 (2018)

Reference 9

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Observation 635a8c11-9439-46ff-a888-4e7ff299af20 · outbound

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Unresolved cited work

Reference 10

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Observation fae63cf4-e5f8-4011-9c81-a6ba94d14690 · outbound

This paper cites In: Burstein, J., Doran, C., Solorio, T.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Burstein, J., Doran, C., Solorio, T

Reference 11

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Observation c9da97db-a323-4082-ba38-f107249d31ae · outbound

This paper cites 1–19 (1999).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models 1–19 (1999)

Reference 12

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Observation 81008792-e7b6-4b09-911a-343798f2b147 · outbound

This paper cites User Modeling and User-Adapted Inter- action pp.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models User Modeling and User-Adapted Inter- action pp

Reference 13

Resolution
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Observation 846061c6-08c2-4a1c-8fa9-861f7870f556 · outbound

This paper cites In: Proceedings of the 21st ACM International Conference on Mul- timedia.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Proceedings of the 21st ACM International Conference on Mul- timedia

Reference 14

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Observation 65123143-253e-44ab-aab8-02cc11198966 · outbound

This paper cites Springer Science & Business Media6 (2007).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Springer Science & Business Media6 (2007)

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 1f758627-b14e-4a9d-95cf-967a69dae4dd · outbound

This paper cites Engineering Applications of Artificial Intelligence115, 105151 (Oct 2022).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Engineering Applications of Artificial Intelligence115, 105151 (Oct 2022)

Reference 16

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Unavailable: canonical work link unavailable.

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Observation 52879ac7-047d-4880-ba03-3fe447f718d9 · outbound

This paper cites International Journal of Information Management 48, 108–119 (2019).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models International Journal of Information Management 48, 108–119 (2019)

Reference 17

Resolution
verified exact
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Observation e831a4ce-df75-4b79-aa4f-e7537c32cf1b · outbound

This paper cites Psychological Science in the Public Interest 19(2), 59—-92 (2018).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Psychological Science in the Public Interest 19(2), 59—-92 (2018)

Reference 18

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Observation 3cba6afa-ed05-4425-8a21-328921cbf66d · outbound

This paper cites In: Von, Davier, A.A., Zhu, M., Kyllonen, P.C.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Von, Davier, A.A., Zhu, M., Kyllonen, P.C

Reference 19

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verified exact
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Source-reported events for the cited work

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Observation 2a351b5a-3836-4967-9695-08a14488f6e2 · outbound

This paper cites Organizational Behavior and Human Decision Processes (1996).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Organizational Behavior and Human Decision Processes (1996)

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 87e064b6-8611-46b7-b4f2-9fdc20104708 · outbound

This paper cites In: Griffin, P., Care, E.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Griffin, P., Care, E

Reference 21

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models IEEE Access8, 77060–77072 (2020)

Reference 22

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Observation 0208ed2a-b5b5-4dfc-b0a2-639f66b6affc · outbound

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Cognition and emotion (1989)

Reference 23

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Sci- entific Reports 14(5515) (2024)

Reference 24

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Source-reported events for the cited work

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Observation dc9056f5-9d06-4e94-9354-ccac62586d17 · outbound

This paper cites In: von Davier, A.A., Zhu, M., Kyllonen, P.C.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: von Davier, A.A., Zhu, M., Kyllonen, P.C

Reference 25

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verified exact
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This paper cites IEEE Access 9, 7107–7126 (2021).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models IEEE Access 9, 7107–7126 (2021)

Reference 26

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This paper cites In: Proceedings of the 15th Learning Analytics and Knowledge Conference.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Proceedings of the 15th Learning Analytics and Knowledge Conference

Reference 27

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: 2011 IEEE International Conference on Automatic Face & Gesture Recognition (FG)

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Reference 29

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Observation 2d78ec15-7716-4334-8ab9-662fe088f194 · outbound

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Unresolved cited work

Reference 30

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Has LLM Reached the Scaling Ceiling Yet? Unified Insights into LLM Regularities and Constraints

Reference 31

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Handbook of Educational Psychology pp

Reference 32

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Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Zitouni, I

Reference 33

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This paper cites Sensors20(23), 6856 (2020).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Sensors20(23), 6856 (2020)

Reference 34

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Source-reported events for the cited work

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Observation 509bce40-3d66-45b0-9f89-b06bd5b60ed2 · outbound

This paper cites In: 2023 32nd IEEE International Conference on Robot and Human Interactive Communication.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: 2023 32nd IEEE International Conference on Robot and Human Interactive Communication

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b051a31e-98bf-4534-94c7-b27054658c74 · outbound

This paper cites OECD Pub- lishing, Paris (2017), https://doi.org/10.1787/9789264281820-en.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models OECD Pub- lishing, Paris (2017), https://doi.org/10.1787/9789264281820-en

Reference 36

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source=pdf_text observed=2026-08-16T11:35:54.576047Z digest=sha256:b561a1e81229407d5140adca4b8173f7149d39413b3df5f1565e0f399907d342

Observation 2d7a9d12-e427-43a1-a84a-daebf520296e · outbound

This paper cites PISA, OECD Publishing, Paris (2017).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models PISA, OECD Publishing, Paris (2017)

Reference 37

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verified exact
doi, observed 2026-08-16T11:35:54.857308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.580724Z digest=sha256:6c418aa87c531ec1f51693bba1e6f7f2c11ebf67fdaeb45012e2c3ed7d69638d

Observation 380de7ac-5b8b-4379-8f23-f90f5f9a3ab7 · outbound

This paper cites In: Ifenthaler, D., Pirnay- Dummer, P., Seel, N.M.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Ifenthaler, D., Pirnay- Dummer, P., Seel, N.M

Reference 38

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no resolver link, observed 2026-08-16T11:35:54.585652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.585652Z digest=sha256:1d24de3a6ee09632e47ec179c3fafdc4e9fd4c831473ad7093e3edbf224b65f2

Observation 4eb4b0ed-7fb6-4b23-bebd-26e79b78b69c · outbound

This paper cites In: Patrick, G., Barry, M., Esther, C.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Patrick, G., Barry, M., Esther, C

Reference 39

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raw_fallback, observed 2026-08-16T11:35:56.252586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.591440Z digest=sha256:9ab7def56039a61055ae11d72e6d43106174d9c82d5297e21b329e411476f2c9

Observation e0a9c2d2-69b6-43a1-8b23-abb253ed54ed · outbound

This paper cites an unresolved cited work.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Unresolved cited work

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.598481Z digest=sha256:994365223d7dd7e3f9ebd6a793ed2c6bde41618773ebd6e6f3c82383c910eb53

Observation e679d08c-6258-4dc3-b17e-68f5f096a6dc · outbound

This paper cites In: Proceedings of the 14th International Conference on Educational Data Mining, EDM 2021.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Proceedings of the 14th International Conference on Educational Data Mining, EDM 2021

Reference 41

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raw_fallback, observed 2026-08-16T11:35:56.239739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.603247Z digest=sha256:9c47b00f98503d4369ec8ba569fbb279e1823c80fa6ab1019d28944d534f571e

Observation 77323a0e-504f-4eaf-bfdf-5a9a81c235cb · outbound

This paper cites Scientific Reports 14(1), 6086 (Mar 2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Scientific Reports 14(1), 6086 (Mar 2024)

Reference 42

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no resolver link, observed 2026-08-16T11:35:54.607843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.607843Z digest=sha256:00dd914f0e59c3abd56368080415710acc6e85d9324c0f45f7411035fe4ea6a9

Observation 38fe0a5f-783f-4f8b-9db8-cfb3d10e44b1 · outbound

This paper cites Computers & Education175, 104313 (2021).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Computers & Education175, 104313 (2021)

Reference 43

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raw_fallback, observed 2026-08-16T11:35:56.226730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.611821Z digest=sha256:73b8230979071b19d27ec97fdde540947708706db29857b744b137128b3dc550

Observation 690103d7-2ed3-4ddb-8706-be8fa3f7a232 · outbound

This paper cites Speech Communication pp.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Speech Communication pp

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:35:56.212472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.616038Z digest=sha256:57b49637cdf187993ed7170d490eed1fcf800b129494b165168b377756d86ea7

Observation da8a9fa7-b5fb-4bc4-aead-a479c268a024 · outbound

This paper cites Journal of Big Data8 (2021).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Journal of Big Data8 (2021)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T11:35:56.197720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.624300Z digest=sha256:cbf2dfdfab2fef199d5d7917bd8d25aa37b172de420664abf0c849d78a7e2320

Observation 105fcac5-0e51-4150-bf8e-9e2cbcc8369f · outbound

This paper cites IEEE Access 12, 143177–143192 (2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models IEEE Access 12, 143177–143192 (2024)

Reference 46

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no resolver link, observed 2026-08-16T11:35:54.629656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.629656Z digest=sha256:046f0444780bfffb914b60d3c496d63304f61c456ad65773ffa495c314755dc0

Observation 3bcf31c5-a0d7-40c9-b6f8-3867eaf8d7da · outbound

This paper cites Journal of Computer Assisted Learning 34(4), 366–377 (2018).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Journal of Computer Assisted Learning 34(4), 366–377 (2018)

Reference 47

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no resolver link, observed 2026-08-16T11:35:54.634545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.634545Z digest=sha256:bf92374c3da0780bcaf1f85afbc0f882802c51e8543bb764162dc8aa6638645e

Observation f8277a75-c518-4912-a8b4-08c2003fc796 · outbound

This paper cites User Modeling and User-Adapted Interaction 31(4), 713–751 (2021).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models User Modeling and User-Adapted Interaction 31(4), 713–751 (2021)

Reference 48

Resolution
verified exact
doi, observed 2026-08-16T11:35:54.814195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.639372Z digest=sha256:0e2e9c7d82f5a2443cd0a81b3667d6bd0d715b5f3dfd407d34b14091691eaf01

Observation 89eedd64-af77-4b89-949e-970d2af514bb · outbound

This paper cites In: Proceedings of the ACM on Human- Computer Interaction.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Proceedings of the ACM on Human- Computer Interaction

Reference 49

Resolution
verified exact
doi, observed 2026-08-16T11:35:54.798357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.644006Z digest=sha256:033b1425a5e09ea9af38c527d5297db4f02fd7a47cc087cff677e0515fdc5ee6

Observation 7982d570-a7b9-4980-bd48-961fc9cc2d4a · outbound

This paper cites Computers and Education 143 (2020).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Computers and Education 143 (2020)

Reference 50

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verified fuzzy
raw_fallback, observed 2026-08-16T11:35:56.184151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.649258Z digest=sha256:e00f6a7e584a2e7163ee818ee0c68cf4798d4b72e042a0cc8db69f81ed222ef8

Observation 2c26cc8f-0cf2-4485-b95c-f878694a362d · outbound

This paper cites Journal of Learning Analytics8(1), 75–94 (2021-04-09).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Journal of Learning Analytics8(1), 75–94 (2021-04-09)

Reference 52

Resolution
verified exact
raw_fallback, observed 2026-08-16T11:35:55.360359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.658455Z digest=sha256:5a8f5dc38976b105eb9721b2648ac0ffefe50e2f18adbdc02c131322c82c7c9c

Observation c7d3d37d-00e2-44d4-8352-31a0fd7c6d18 · outbound

This paper cites In: Hovy, D., Spruit, S., Mitchell, M., Bender, E.M., Strube, M., Wallach, H.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Hovy, D., Spruit, S., Mitchell, M., Bender, E.M., Strube, M., Wallach, H

Reference 53

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.664220Z digest=sha256:d03555aed1d7e00b608526ff157f7f797075cbb9118c246eaf7a359af91bc30b

Observation ae235e74-9686-4cca-8ccd-381592f62258 · outbound

This paper cites In: ACM Learning Analytics & Knowledge conference (LAK’24).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: ACM Learning Analytics & Knowledge conference (LAK’24)

Reference 54

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verified fuzzy
raw_fallback, observed 2026-08-16T11:35:56.167578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.669267Z digest=sha256:c5f070f15bced1fc207fef53a903d158f5523c500f7af0770439e1c9c9b2a8d6

Observation 28df34e3-76af-4e27-8073-dfd68b1b3378 · outbound

This paper cites Radiology: Artificial Intelligence 4(4), e220007 (2022).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Radiology: Artificial Intelligence 4(4), e220007 (2022)

Reference 55

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doi, observed 2026-08-16T11:35:54.764177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation d407066d-fab1-43df-a5a7-b418e744e369 · outbound

This paper cites In: Proceedings of the 30th ACM International Conference on Information & Knowledge Manage- ment.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: Proceedings of the 30th ACM International Conference on Information & Knowledge Manage- ment

Reference 56

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.682267Z digest=sha256:adba3dbd0be2c56a70f2cc46118f809b0dbc5ccf8432cd23de8617ee4c150f53

Observation 72b9c2a6-91a8-4651-af3c-3d07ee7a13fc · outbound

This paper cites an unresolved cited work.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-16T11:35:56.154285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.687306Z digest=sha256:a21ded480c09a1820c94fedc240652ff9d0bc2c83ab2c6ec70ff1dc584290215

Observation 28739270-e7e1-4c86-86b8-3cbf88684dbc · outbound

This paper cites In: ACM Learning Ana- lytics & Knowledge conference (LAK’20).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: ACM Learning Ana- lytics & Knowledge conference (LAK’20)

Reference 58

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unresolved
no resolver link, observed 2026-08-16T11:35:54.692283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.692283Z digest=sha256:2247bc6fe6bdd4d5ff78641f773d619aba5e867fd2538d95eab2bcc3b5b3b1a2

Observation 42de581a-362d-4bb7-9061-692d34f1945b · outbound

This paper cites In: 2008 IEEE International Conference on Sys- tems, Man and Cybernetics.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models In: 2008 IEEE International Conference on Sys- tems, Man and Cybernetics

Reference 59

Resolution
metadata mismatch
raw_fallback, observed 2026-08-16T11:35:55.168829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.697550Z digest=sha256:c0f2d4d23419d07a7bef46a0589a8e8641124981b4c48571872f65da7f482ea7

Observation 66095e25-3d2d-4c9c-8d5b-d0e2146786b1 · outbound

This paper cites British Journal of Educational Technology 55(4), 1673–1702 (2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models British Journal of Educational Technology 55(4), 1673–1702 (2024)

Reference 60

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no resolver link, observed 2026-08-16T11:35:54.702924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.702924Z digest=sha256:ef125ef175d4c75a21402f0eb6bdc575a92bf41ec725b21d2ce4caca85627869

Observation fdb34a22-2cd7-4d2a-b147-e47a7beda379 · outbound

This paper cites Education and Information Technologies29, 1071– 1098 (2024).

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models Education and Information Technologies29, 1071– 1098 (2024)

Reference 61

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verified fuzzy
raw_fallback, observed 2026-08-16T11:35:56.140230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-16T11:35:54.710361Z digest=sha256:be264d430bd5be80b3c52d1f0b38bd4095d7c0bc684049edbab324e715ad3cf5

Observation 83541bdd-6765-46d2-98af-f89179148967 · outbound

This paper cites https://doi.org/10.1145/3636555.3636913, https://dl.acm.org/doi/10.1145/3636555.3636913.

Rethinking the Potential of Multimodality in Collaborative Problem Solving Diagnosis with Large Language Models https://doi.org/10.1145/3636555.3636913, https://dl.acm.org/doi/10.1145/3636555.3636913

Reference 562

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.674027Z digest=sha256:21d43519f67eed7285c295c1d2b36942f4dc9dbeaa7f58c17edaab2d04bca13e

Pith citing papers

No inbound Pith citation observations are available.