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Paper Citation Record · LEDGER

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach

As of 16 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 1 inbound Pith citation observation for arXiv:2505.07902.

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

pith.paper-citation-record.v1
2505.07902 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:22:28.918188Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:22:28.627512Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T22:22:29.134450Z

Reference resolution

66 of 66 outbound references displayed

  • verified exact3
  • verified fuzzy32
  • unresolved31
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d1fd0f36-cd1a-4627-aa97-9cba63678e40 · outbound

This paper cites Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:22:29.139268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5ee40edf-a447-4cea-999c-63127e34bd3e · outbound

This paper cites explaining.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach explaining

Reference 2

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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 2026-08-16T06:30:59.297886+00:00.

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Observation 8c4a02cf-7da0-4152-bdf2-da17aea96de2 · outbound

This paper cites L” for the teacher and “S01.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach L” for the teacher and “S01

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 49d2b2f7-f950-4a9b-a880-cba3d3365175 · outbound

This paper cites Teacher-directed discourse is characterized by a monological lecture style or by the teacher controlling the communication flow through questions and answers.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Teacher-directed discourse is characterized by a monological lecture style or by the teacher controlling the communication flow through questions and answers

Reference 4

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verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.818727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 2c214351-232f-49a5-960d-6fd725fa4056 · outbound

This paper cites The scale spans from basic recall or yes/no questions to more complex inquiries that require stu- dents to explain, classify, analyze, or synthesize infor- mation.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach The scale spans from basic recall or yes/no questions to more complex inquiries that require stu- dents to explain, classify, analyze, or synthesize infor- mation

Reference 5

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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 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.647107Z digest=sha256:d80d5826c62d0ffd9e60d1162dab880c8bba9b1bc58866399da080b77fda03cc

Observation 9026cf5c-13c4-41ba-a562-42ad4d927188 · outbound

This paper cites It assesses the depth of these explanations, from super- ficial or brief descriptions to more detailed and thor- ough explorations of the subject matter.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach It assesses the depth of these explanations, from super- ficial or brief descriptions to more detailed and thor- ough explorations of the subject matter

Reference 6

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.651343Z digest=sha256:cce2fc1ab1c75604a06c5153039d700a8b6271e5e98817f5162fcfd15052c411

Observation 97ee9bdc-2468-436e-b095-ae7c188b0241 · outbound

This paper cites This approach grouped all the segments from the same teacher into a single fold, en- suring the model’s generalizability to unseen teachers.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach This approach grouped all the segments from the same teacher into a single fold, en- suring the model’s generalizability to unseen teachers

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 49f96903-7347-4386-b0e8-5909e46d6267 · outbound

This paper cites Unless otherwise specified, all models were trained and evaluated under the same condi- tions described in Sect.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unless otherwise specified, all models were trained and evaluated under the same condi- tions described in Sect

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation fcc2c57c-dd4e-41b8-881c-3f9b651bd907 · outbound

This paper cites In terms of overall performance, even the exclusive use of textural rep- resentations achieved a slightly higher agreement with the manual ratings than human IRR.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach In terms of overall performance, even the exclusive use of textural rep- resentations achieved a slightly higher agreement with the manual ratings than human IRR

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation de17b46c-8d4c-4c42-ac20-c9d502e2894f · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 554603d1-72dd-4f87-b213-76a74496352e · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation dd98ac18-f24d-4666-9d3c-55d1c3903fdd · outbound

This paper cites Computationally Identifying Funneling and Focusing Questions in Classroom Discourse.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Computationally Identifying Funneling and Focusing Questions in Classroom Discourse

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f2078f65-46e0-4efb-ad84-ff03bb8c78a4 · outbound

This paper cites Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical Tasks.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Can Open-Source LLMs Compete with Commercial Models? Exploring the Few-Shot Performance of Current GPT Models in Biomedical Tasks

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.682884Z digest=sha256:206e0d0673ebbd0c4f574cbb24513510d572275362d65d1e0bfa4cb3283fc365

Observation 410a3fdd-ba75-4021-8d5d-9876367db4b7 · outbound

This paper cites Baevski, Y.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Baevski, Y

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 74a90c31-495a-4e9d-b63d-fbc2d6e97b1b · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 15

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation ae56ece6-1c1b-46cd-acd2-864296a60717 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 93ca6a2b-c8a8-418c-9894-914486bc9228 · outbound

This paper cites B ¨uhler, E.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach B ¨uhler, E

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c1aa2149-f074-4aa8-8ed2-b371fca3d64f · outbound

This paper cites B ¨uhler, R.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach B ¨uhler, R

Reference 18

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raw_fallback, observed 2026-08-15T22:22:29.658892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 9a8b73ed-23fd-4e7c-8a01-d7621e713121 · outbound

This paper cites Castagnos, M.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Castagnos, M

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation c99ab8a2-da93-43fe-8cdf-96f882514b91 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f93ac218-e79a-4376-9ea0-f29b27447574 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation a7f195a1-2258-410d-b671-5e02d7d9a498 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning for Speech Recognition.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unsupervised Cross-lingual Representation Learning for Speech Recognition

Reference 22

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation bfa6719b-9b78-43a9-8c43-42f70e09e5bf · outbound

This paper cites Demszky, J.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Demszky, J

Reference 23

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raw_fallback, observed 2026-08-15T22:22:29.605102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 852d5d61-cc05-42ff-94c8-0d2d7bc564d4 · outbound

This paper cites Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions

Reference 24

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no resolver link, observed 2026-08-15T22:22:28.731299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 1554882e-3d0e-482e-b1c7-2f1114eaa486 · outbound

This paper cites Devlin, M.-W.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Devlin, M.-W

Reference 25

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no resolver link, observed 2026-08-15T22:22:28.735808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f5d11d9f-b8a0-4f7f-b8c8-7786621e0836 · outbound

This paper cites The Llama 3 Herd of Models.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach The Llama 3 Herd of Models

Reference 26

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no resolver link, observed 2026-08-15T22:22:28.739894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d1e6f82c-6985-4141-9ffc-2873fa946669 · outbound

This paper cites Frank and M.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Frank and M

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 718b2015-e244-409b-a75e-3336d11938bd · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 28

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raw_fallback, observed 2026-08-15T22:22:29.569511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 97140753-34eb-4636-b808-bfb5a68d23d8 · outbound

This paper cites Goldberg, ¨O.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Goldberg, ¨O

Reference 29

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6382afc7-e382-4e20-8afb-9acabcabe37b · outbound

This paper cites Grossman, S.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Grossman, S

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 63c2447f-d354-407d-9a4e-0f57036b57da · outbound

This paper cites Gr ¨unkorn, E.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Gr ¨unkorn, E

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 878a3070-cd3b-4b18-9efc-30b6630a2c5b · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 32

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unresolved
raw_fallback, observed 2026-08-15T22:22:29.514552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0fad1c31-3fb8-4dc4-97ed-844769d8e131 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 33

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raw_fallback, observed 2026-08-15T22:22:29.499876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0e659f92-6cb0-463d-990e-655020e596ab · outbound

This paper cites beautiful work, you’re rock stars!.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach beautiful work, you’re rock stars!

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.484867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.772900Z digest=sha256:65ad4d98029503550bf8d46f4b73b324b47e29433962357c8da86fe40574568d

Observation 1a6dd5d4-de20-47a9-bda5-919af6daf2cb · outbound

This paper cites James, M.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach James, M

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.471010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.777293Z digest=sha256:7ff436cdb2874ce7bde61996cfd1ec1b7499850b1b449058a5d5652cfe39a883

Observation 7d907c2b-dab9-47b2-8dd0-264d858760a3 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.457331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.782593Z digest=sha256:487efb6e84bac57f77a772e36d7d8f90a3574087ae0aef6d5c8a4cbcbc3b2371

Observation d88e532a-7c21-4e01-8973-0bc5329f55e8 · outbound

This paper cites Kiemer, A.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Kiemer, A

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.443653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.786750Z digest=sha256:559085b21a2577d0d655d4ecb9f38aa69f8df043e3cfa0b29e01be41a99867f9

Observation a435bf29-e2bc-434b-a38b-bac643858cf5 · outbound

This paper cites Measuring Five Accountable Talk Moves to Improve Instruction at Scale.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Measuring Five Accountable Talk Moves to Improve Instruction at Scale

Reference 38

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:22:29.044493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.791012Z digest=sha256:bec21faac9beca8d5ecf2dd017180967eb0d34a68c091b083cf1785ae65ba666

Observation 759b105d-c9e0-4eb8-ad6c-de41f8d30d86 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.430123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.795220Z digest=sha256:e54d125f8981218f974a746ea1872489604439e7bf18427e36a6c72dbdab9b49

Observation 77a0983a-1b7e-4f42-bb39-43f9794cd572 · outbound

This paper cites Loshchilov and F.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Loshchilov and F

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.799454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.799454Z digest=sha256:75302df0cffddde20b2286410da49561b619c9a5a7576f9f74477756fe077397

Observation 911736c3-09e3-49ba-86b4-7db6f843e0aa · outbound

This paper cites Mercer and L.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Mercer and L

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.406350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.803599Z digest=sha256:82a625834bdad11854b6ebd28ff6eb1fb818c11d6943c48039a29b15db6f4f47

Observation f2e548e2-0cb3-4a3c-b545-4fb56b0d06d3 · outbound

This paper cites Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.807905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.807905Z digest=sha256:4ee086abc1065a5016dd61a6884bde96bd818bd3a8ffe9507b8c59f1a68bdd4a

Observation 8dca7106-1f66-4d7f-aaca-0f9ca37a6fb2 · outbound

This paper cites MTEB: Massive Text Embedding Benchmark.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach MTEB: Massive Text Embedding Benchmark

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.812355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.812355Z digest=sha256:f48b52fbd2b256da999e7ff981761e9333b04a10c2260dbc8e8da28d8c397b91

Observation e4c2e2c1-c0a7-4389-bb96-5ba38044086b · outbound

This paper cites Nguyen, H.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Nguyen, H

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.391657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.817915Z digest=sha256:7b79a4205fd991a1d7b030acb4d3d1d639b2d8e041d85cbdba7ba5b8db1a0920

Observation 94e4838e-32c8-4d72-a5e5-7d46167734ae · outbound

This paper cites Global Teaching InSights: A Video Study of Teaching.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Global Teaching InSights: A Video Study of Teaching

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.377325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.821904Z digest=sha256:1ac8a855381d084f2d0f315f1b18d62fde2a503fd8e16b31e2a9610aa1bd4c37

Observation 0b32899a-9fad-4ca5-b08e-6edfea7623fe · outbound

This paper cites O’Connor, S.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach O’Connor, S

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.362883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.825897Z digest=sha256:50e056d61cec298ede5fb996eb2945121758bd963152bb32b1f8453accd91967

Observation a1415a24-1781-4455-ae84-6c4a41c63364 · outbound

This paper cites Pepino, P.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Pepino, P

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.348698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.830291Z digest=sha256:46f85831099ff0be6fb3ff4df72bfb2bfc56d6db8d83266267e7e1731ba08706

Observation 476cbe85-8d6d-435c-9e22-2cf3c3276c7a · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.334121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.834459Z digest=sha256:8110241912a0f7d71e6ec4e08e03fcaedc0da2e830d6f54c5d06ef16a83eafa9

Observation b6652aec-cb96-42e6-b22b-3222663bee44 · outbound

This paper cites Radford, J.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Radford, J

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.838816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.838816Z digest=sha256:29fc08daffbc47027ca7524349a3ef5ade683d2bde6de2c011d6a790982edc41

Observation c6d61385-ead0-4b02-b61a-bd8349ba7fbf · outbound

This paper cites Ramakrishnan, B.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Ramakrishnan, B

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.311466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.843536Z digest=sha256:cfacf9a10ec3370464a1007d4759e090eab13209211aac290203e3f7c9fabccb

Observation 5e849a27-b6b0-4654-86ab-910762848f2e · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.297736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.848858Z digest=sha256:d2d4318072124924925508e71e91309d1a51db98f09ddbfc7ccb4291cd7469cb

Observation d2063fcb-a63f-437d-bffc-59c9cf320540 · outbound

This paper cites Shi and S.-L.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Shi and S.-L

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.283827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.853333Z digest=sha256:b0fa83e6bd99cf5073934a79f475678e9a2e323afb5a07c8d1411ca99b1a252b

Observation 5c185f13-4e3f-4adb-b906-e032c2a262e9 · outbound

This paper cites S¨umer, P.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach S¨umer, P

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.271351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.857554Z digest=sha256:56b0ff1ec48b63784b4e5ac7dfd26792e794a74fcfcbd9456b28cea619223b9a

Observation e2b2113d-a229-4115-9e66-4d3c154b262d · outbound

This paper cites The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach The TalkMoves Dataset: K-12 Mathematics Lesson Transcripts Annotated for Teacher and Student Discursive Moves

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.862423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.862423Z digest=sha256:b58e9ccfc634ada8df99952986b08048f871c056c1bacc27739708b91b4e4c89

Observation fbb33b62-5ceb-4998-8c24-7ae09793f54f · outbound

This paper cites Tamuleviˇ cius, G.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Tamuleviˇ cius, G

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.258584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.867209Z digest=sha256:924a8caf829d966e3eb0701040ee2d4beec1cc2691506b0ff411c189769ecdc5

Observation 0a97ec28-2b2a-4633-a4e9-216f04688e53 · outbound

This paper cites Analyzing Large Language Models for Classroom Discussion Assessment.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Analyzing Large Language Models for Classroom Discussion Assessment

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.871874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.871874Z digest=sha256:5517e3ee0e2cfc7a09fcb73003f3be80ba0db32f76b83ce54f1fcbf819525f1b

Observation 9b285aa5-41aa-40de-98d2-5f86de9f31ec · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.245930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.876973Z digest=sha256:2b0111eb76746ce9122d19891de09a008f46d47d5cc2b1a306820f879030bcbf

Observation bf0fa64c-d11b-4b28-92a4-9a4b564797e8 · outbound

This paper cites Vaswani, N.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Vaswani, N

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.232841Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.881854Z digest=sha256:59419c4a2c87c74d98860511fecf64422b69bb8cc6b36a5ad25f396bfb91068b

Observation 099c807e-3cf5-496e-8632-6d2100aedd86 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.220058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.886836Z digest=sha256:8964c6dd1a74c6c5ac0876452739be3b41a535b697cad3fe2987c8abd672bc37

Observation 2d62fdb0-aed9-45fa-a105-6e0dca825e25 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.206917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.890948Z digest=sha256:fa7a9821377255799911b3ba10ec47c9950711b4da1d6dc43dcdaf5aadf25cc9

Observation d65debe1-dd6b-4e53-ab55-f2f96ae80dae · outbound

This paper cites Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.895944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.895944Z digest=sha256:febe7727dac35454104b9c6f63b2e934049b566f0875426fdc6dfae186114559

Observation 2003eaab-f7b7-43ec-a343-396acd7c0903 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.192472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.900215Z digest=sha256:a3de69b5538143e621b534b65c54b906e8f76abb5a9493eccff70fe9a85f9140

Observation 134ffa00-f775-41a3-857f-626ef853fbcd · outbound

This paper cites White and K.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach White and K

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.179335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.904173Z digest=sha256:19b10155fd02580d9147d71c24129d3ce1b538dd432704eec7df38f8c11c5b27

Observation 3fba4698-ad82-4f50-83f7-bf099ec20ab5 · outbound

This paper cites Automated Evaluation of Classroom Instructional Support with LLMs and BoWs: Connecting Global Predictions to Specific Feedback.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Automated Evaluation of Classroom Instructional Support with LLMs and BoWs: Connecting Global Predictions to Specific Feedback

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T22:22:28.908401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:22:28.908401Z digest=sha256:97ecbd6a96b5ed0bc7d7199f8c1b92cadb98ae0265325fb11bf135dbccdeea6b

Observation 622b7a0b-d19a-4734-aa30-02c0742a27d9 · outbound

This paper cites an unresolved cited work.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:22:29.165965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.913237Z digest=sha256:48994099d2df797da5dd7b144b3df91903fb6b13651565004bba27240af5f917

Observation 881e8544-402b-4ec4-b8bb-2d92f2b1e997 · outbound

This paper cites Yang and Y.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Yang and Y

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:22:29.152811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.918188Z digest=sha256:984db9b9b205e8dd63985ba3b9bb8cfbbbcbd10b195dcdf1d99a85c420d8fb03

Pith citing papers

Observation d1fd0f36-cd1a-4627-aa97-9cba63678e40 · inbound

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach cites this paper.

Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-08-15T22:22:29.139268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T22:22:28.627512Z digest=sha256:4cdbf707201490113871e893000ebe46fad53d4b52513053fc5f39f2e77637e4