Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:22:28.918188Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:22:28.918188Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T22:22:28.627512Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T22:22:29.134450Z
66 of 66 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d1fd0f36-cd1a-4627-aa97-9cba63678e40 · outbound
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
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Observation 5ee40edf-a447-4cea-999c-63127e34bd3e · outbound
Reference 2
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Observation 8c4a02cf-7da0-4152-bdf2-da17aea96de2 · outbound
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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Observation 49d2b2f7-f950-4a9b-a880-cba3d3365175 · outbound
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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Observation 2c214351-232f-49a5-960d-6fd725fa4056 · outbound
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
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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
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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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Observation 49f96903-7347-4386-b0e8-5909e46d6267 · outbound
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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Observation fcc2c57c-dd4e-41b8-881c-3f9b651bd907 · outbound
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
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Observation de17b46c-8d4c-4c42-ac20-c9d502e2894f · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
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Observation 554603d1-72dd-4f87-b213-76a74496352e · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 11
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Observation dd98ac18-f24d-4666-9d3c-55d1c3903fdd · outbound
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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Observation f2078f65-46e0-4efb-ad84-ff03bb8c78a4 · outbound
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
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Observation 410a3fdd-ba75-4021-8d5d-9876367db4b7 · outbound
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Observation 74a90c31-495a-4e9d-b63d-fbc2d6e97b1b · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 15
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 16
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Observation 93ca6a2b-c8a8-418c-9894-914486bc9228 · outbound
Reference 17
Source-reported events for the cited work
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Observation c1aa2149-f074-4aa8-8ed2-b371fca3d64f · outbound
Reference 18
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Observation 9a8b73ed-23fd-4e7c-8a01-d7621e713121 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Castagnos, M
Reference 19
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 21
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Observation a7f195a1-2258-410d-b671-5e02d7d9a498 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unsupervised Cross-lingual Representation Learning for Speech Recognition
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Observation bfa6719b-9b78-43a9-8c43-42f70e09e5bf · outbound
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Observation 852d5d61-cc05-42ff-94c8-0d2d7bc564d4 · outbound
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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Observation 1554882e-3d0e-482e-b1c7-2f1114eaa486 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Devlin, M.-W
Reference 25
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Observation f5d11d9f-b8a0-4f7f-b8c8-7786621e0836 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach The Llama 3 Herd of Models
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Observation d1e6f82c-6985-4141-9ffc-2873fa946669 · outbound
Reference 27
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Observation 718b2015-e244-409b-a75e-3336d11938bd · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 28
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Observation 97140753-34eb-4636-b808-bfb5a68d23d8 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Goldberg, ¨O
Reference 29
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Observation 6382afc7-e382-4e20-8afb-9acabcabe37b · outbound
Reference 30
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Observation 63c2447f-d354-407d-9a4e-0f57036b57da · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Gr ¨unkorn, E
Reference 31
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Observation 878a3070-cd3b-4b18-9efc-30b6630a2c5b · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 32
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Observation 0fad1c31-3fb8-4dc4-97ed-844769d8e131 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 33
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Observation 0e659f92-6cb0-463d-990e-655020e596ab · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach beautiful work, you’re rock stars!
Reference 34
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Observation 1a6dd5d4-de20-47a9-bda5-919af6daf2cb · outbound
Reference 35
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Observation 7d907c2b-dab9-47b2-8dd0-264d858760a3 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 36
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Observation d88e532a-7c21-4e01-8973-0bc5329f55e8 · outbound
Reference 37
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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
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Observation 759b105d-c9e0-4eb8-ad6c-de41f8d30d86 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 39
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Observation 77a0983a-1b7e-4f42-bb39-43f9794cd572 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Loshchilov and F
Reference 40
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Observation 911736c3-09e3-49ba-86b4-7db6f843e0aa · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Mercer and L
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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
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Observation 8dca7106-1f66-4d7f-aaca-0f9ca37a6fb2 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach MTEB: Massive Text Embedding Benchmark
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Observation e4c2e2c1-c0a7-4389-bb96-5ba38044086b · outbound
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Global Teaching InSights: A Video Study of Teaching
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Observation 0b32899a-9fad-4ca5-b08e-6edfea7623fe · outbound
Reference 46
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Observation a1415a24-1781-4455-ae84-6c4a41c63364 · outbound
Reference 47
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Observation 476cbe85-8d6d-435c-9e22-2cf3c3276c7a · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 48
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Reference 49
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Observation c6d61385-ead0-4b02-b61a-bd8349ba7fbf · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Ramakrishnan, B
Reference 50
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Observation 5e849a27-b6b0-4654-86ab-910762848f2e · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 51
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Observation d2063fcb-a63f-437d-bffc-59c9cf320540 · outbound
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Shi and S.-L
Reference 52
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Observation 5c185f13-4e3f-4adb-b906-e032c2a262e9 · outbound
Reference 53
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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
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Tamuleviˇ cius, G
Reference 55
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Analyzing Large Language Models for Classroom Discussion Assessment
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Reference 57
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Observation bf0fa64c-d11b-4b28-92a4-9a4b564797e8 · outbound
Reference 58
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Reference 59
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Reference 60
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Observation d65debe1-dd6b-4e53-ab55-f2f96ae80dae · outbound
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Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Unresolved cited work
Reference 62
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Observation 134ffa00-f775-41a3-857f-626ef853fbcd · outbound
Reference 63
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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
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Reference 65
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Observation 881e8544-402b-4ec4-b8bb-2d92f2b1e997 · outbound
Reference 66
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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
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