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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 2026-08-20T06:33:59.587034+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

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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verified fuzzy
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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

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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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

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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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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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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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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.

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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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Source-reported events for the cited work

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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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Unavailable: canonical work link unavailable.

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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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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+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

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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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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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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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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.

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

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Observation 8f4e2d56-50c0-4c88-b50c-5a85cab0563d · outbound

This paper cites IEEE Access8, 77060–77072 (2020).

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

This paper cites Cognition and emotion (1989).

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

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Observation 2f484e0b-cc6c-47f2-878a-12bd242f1fe8 · outbound

This paper cites Sci- entific Reports 14(5515) (2024).

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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Unavailable: canonical work link unavailable.

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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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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 42a03b5f-70e4-48f4-86f1-e7346987655d · outbound

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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Unavailable: canonical work link unavailable.

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Observation 3e2b55b7-9ebc-4640-b2d8-4c3cc025683a · outbound

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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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c29f4d96-96ed-4ded-af70-7a0c390b2218 · outbound

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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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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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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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Unavailable: canonical work link unavailable.

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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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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.

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Observation b50e5ad8-1209-4be5-bfd4-986a563ffec1 · outbound

This paper cites In: Zitouni, I.

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

Reference 33

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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

source=pdf_text observed=2026-08-16T11:35:54.580724Z digest=sha256:c4e143da90a62340b7fc251c4c3e3d810ab3b60428dfdc8297f025cb225dee3f

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.585652Z digest=sha256:40669db279efca91d4a4c5218c0b1d6f3734bf05007526037de18f7a5bd675b0

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

source=pdf_text observed=2026-08-16T11:35:54.591440Z digest=sha256:db37c6edaaab696d9404f4b48a6f736bfcc6de04b3aae483c6901dfe47f67374

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=pdf_text observed=2026-08-16T11:35:54.598481Z digest=sha256:58b10dd0a7dfe3b4da40fda769e31c81549bdedd9385410aabe866efb7d98b0b

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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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.

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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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Source-reported events for the cited work

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source=pdf_text observed=2026-08-16T11:35:54.607843Z digest=sha256:7d9b828fa1dce442d1520eb0865c0ce430073dd632fd42ac4356466fa7695cbb

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

source=pdf_text observed=2026-08-16T11:35:54.611821Z digest=sha256:da23dd86a4ce1da3c949537e39b62caf414844f354a47a9ca4210258bf178104

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

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

source=pdf_text observed=2026-08-16T11:35:54.616038Z digest=sha256:c96cec453fd35daa09ba4dc04d01a92e9226e91895b56800b2e07c802b21b51d

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

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

source=pdf_text observed=2026-08-16T11:35:54.624300Z digest=sha256:10daa37091d5fbadc2bb6a0388a99ddfe7474ddf5b7c4284dac49c458b478839

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=sha256:0c1b008e22640b675b609865f59a381026739536fe31a218b33eff35b644e066

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=sha256:3bdb4425be6ddd775b1fab7d60b450b330bc3f35fdf7a63c1a40f3131a1ae6d6

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

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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.

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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

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

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

source=pdf_text observed=2026-08-16T11:35:54.649258Z digest=sha256:7b1b8ceaf7028b547e648ec3f4b6cd72567f841a401d690f8d1da72472b3ea56

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

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

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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.

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

source=pdf_text observed=2026-08-16T11:35:54.669267Z digest=sha256:a68e07d120e89c440bd7861f492fd0e960430b13c024c647b5d1fdde678a3ff4

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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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.

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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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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

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

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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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.692283Z digest=sha256:36c59c18789df250989d6a14898efaeac1de3c253172e8d0bee4b22696e08216

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

source=pdf_text observed=2026-08-16T11:35:54.697550Z digest=sha256:dd4514e18d44e386725e73d7156006d427ae72b9fcd4263ba6cf20f368528b42

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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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T11:35:54.702924Z digest=sha256:a514e48039ac48669a1250c9dcae8c7c8d767365233d458c302a753828993e08

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

source=pdf_text observed=2026-08-16T11:35:54.710361Z digest=sha256:3cf8bc349d0b17dd009b721a5e89c79accc1427e145c56461ed3283e4954e503

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

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source=pdf_text observed=2026-08-16T11:35:54.674027Z digest=sha256:4e014c99efc120c82b9fed26e2e49abdd746c6df0a6d2e70515a93ecac053f8d

Pith citing papers

No inbound Pith citation observations are available.