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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
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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
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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 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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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

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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
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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 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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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 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

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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 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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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.

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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

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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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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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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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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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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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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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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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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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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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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=2026-08-15T22:22:28.768333Z digest=sha256:c21f90ffb76939a33b1d3a3b28c6c7ebf1656217c00b4316a6e0d6dbbf739ddf

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:a403929b80248b2e3e85a5dd5d9ff1d7ea436999580855899a4bb148d57ff469

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:f019f3447327c57807833405189b0c0b7c75043047f46e1088aaf28869a20055

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:cd3dbe072d66257b361cd76daa87ee84d0850bd73159ad6a53f12503ea142f47

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=sha256:0a2043fa9c4df6747bfaf63f953baf8b9695c933fe6956fb39d9aea750a478c8

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:e0941f2a4dfd4c497e261cacff0318ae640945989cec1c6ba490259226252c7e

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:be49a0caa5ced4b2355af22aec4c62edb3ee39a685a4f98d3905062fc1417389

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=sha256:13df981e35c4ec12bd92e895c2e24fb8706be3680f44f8fc37f744d5042d8e42

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=sha256:87307cc339d68356ed5f2c0f08becffe167a5b0e2f18130d32bee50c43b17fbf

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:c75c7b7f9f6faf4d7af9a0e9d9e7bce3d367bb55fb2205308449dc5dd0ec1952

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=sha256:80df811f5bdf03df0b1552e31bd57983f99a52846bc7c5fd22d6990c28ad69e3

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:f5ab9f1fbf9205ded11207d177e8eaabc0b8f24fb5dc7aaa24a9ffa86dee7a24

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:de3276c3c01384b37d9f64454c89f4c7729df16eacccc86be0535081ae46204e

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=sha256:4ea9775aa0a718fde45107cd9a53e468c96776537ab87d772c9b340dbc0c1a78

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:f9d58ec1281e4fd1c68684142398bd3f01157e48440b3a15215bcf0c950bb6e2

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=sha256:385685ccdb077ff88f6ee9a955c0ab9e7790a2f766af443a3b87198107ed08b2

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=sha256:54ecadaba266584c46f2d0915d237e672f41375e6d7af9eb3c5e92e5f86c59ba

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=sha256:8c3fae09b442bc10f87b3f172e3e4ea870869efed15b0b849b51e13bf6bbe146

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=sha256:904ff836d00f3d7ecb717ff0f67fbad2b5592358870d34dfa81fde9fb1a6afe6

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:e09a28081dccf86d2401e339a053593a827ee80a735db9ae297d1e60e9e7428f

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=sha256:3130bb23d65387063798a2310374b9069285e2576aec6db52553840c7950bced

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:be5a5aab8153bc31d94e737fa2816ef55e08f6606c61567a2ac0557e1dea754f

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=sha256:56413bf4688d6e5cee80ad9113d3759b8d65fb0dd2cff3934c3ae0a90e002035

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:ac12dc7b7316e4d907ef5c2600752fe66f3c5f439194ed10a0b72e439f994106

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=sha256:43fc8796070084af1af808160201e4b2db9bfa6398f2a25f8868e5e082f211a9

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:c65f4f6067ab5f7a005a674056140dfc97a7a20f94a0a3a80d1a25d672ef0027

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=sha256:7290178ae8320cb205084e91ffe0664a230bfa79ef7ef74c5c5f7fd5bbb29fbc

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:ff2da97fad68e72842747d9b1489b44fbc44d213a121669c2f38a96f59b4a2c7

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:abd2dbfc4507de5f62e133b217ccffce7a37ee1c8594568995b69831264b8179

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=sha256:98cb56d9c731358688b2aae14b3fb912fe057196de871236a79a42038e39da5b

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:ae8de3d89a76de941d2306f2ddb809cc51cedebe9f64ec16a4e341c7d5e8f7b7

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=sha256:07f4caa6108d9473825405c3a3ca191b52cbef65f12c2dde4a61a91c34408363

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=sha256:4df3b32af8b52f4c3d3a9bed60809b23ed5d003b2f481b98fca80281c2772419

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=sha256:4e24e6a9c18c91129513b5a8c7d8c4860c8e862b7f993ee479ac321d80a7b9f0

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=sha256:509235fe745909b6c899d30a2583f0f776590c003daba9d914f18c8701d667ea