Paper Citation Record · LEDGER

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation

As of 9 August 2026, this Paper Citation Record lists 100 of 114 outbound references and 2 inbound Pith citation observations for arXiv:2502.02780.

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

pith.paper-citation-record.v1
2502.02780 v1

Coverage vector

measured 100 of 114 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:13:40.245512Z

measured 102 of 102 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:28:17.110832Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:15:27.834328Z

Reference resolution

100 of 114 outbound references displayed

verified exact4
verified fuzzy3
unresolved93
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation db7ee99b-7832-4485-a42f-9b514a4a4d57 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.285792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eab3ce4c-ee12-4119-a690-f018ab19116d · outbound

This paper cites A Review on Language Models as Knowledge Bases.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation A Review on Language Models as Knowledge Bases

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.380964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6947bad7-8557-436d-90ee-a34381979b70 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.461309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f36bafc2-856a-4e25-a0b2-3672869c87d9 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.518924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f9e457-c473-4de7-a97a-597b402b012e · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.524128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad2634c-448a-4e6d-85e6-991857fe76ab · outbound

This paper cites AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.529548Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d18454b6-7bc0-4142-a853-62ae3fb56ffc · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.535446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de7490cb-2dfa-43ba-a17e-50662331ab27 · outbound

This paper cites Adaptive and Personalized Exercise Generation for Online Language Learning.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Adaptive and Personalized Exercise Generation for Online Language Learning

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-09T11:13:41.281027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4b7132f3-7546-4578-b8cb-95fd93c5c89e · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.546904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7792fc4f-14f4-49df-abe2-077551b05a91 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.556848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b1b0fe-9f31-4c3d-884f-3954eda2e409 · outbound

This paper cites A Survey on In-context Learning.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation A Survey on In-context Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.561544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feff8cea-d0db-491f-ba26-1d3c4326fc88 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.566385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a954f99-9507-400b-a676-6a62b6ad2691 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.571827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4570064a-aa04-4552-93f3-f14b53590c59 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.576928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85ab7b60-8b6a-4e42-8f0c-fd610e817522 · outbound

This paper cites SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-09T11:13:41.230205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bac93a92-db43-4507-83b0-eb0024efcbb4 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.661572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d807a263-567f-43a6-a815-af3e8355d3af · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.693138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ddf2a6a-157f-466a-a380-bc68521f14f8 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 18

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T11:13:41.210219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 498eb3e6-51ca-4477-8f96-c2392f61629a · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.732673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5613fbc1-3fc5-41ef-a9e2-28766c19a105 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.746322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40dd6dec-ccf8-4a2c-ae6c-eb307299d753 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.751189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b07fed4-bb90-4125-ad4c-264062e6ee40 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.760615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40880d9d-ee68-425e-bf4b-db0e17140099 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.770101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4065275a-f332-46e4-9bf9-7d3285820ab5 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.774109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1b3b401-3471-4fab-bb79-f1695eff8423 · outbound

This paper cites RoT: Enhancing Large Language Models with Reflection on Search Trees.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation RoT: Enhancing Large Language Models with Reflection on Search Trees

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-09T11:13:40.864476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d2e211f9-2105-436f-bf41-9079cff8f477 · outbound

This paper cites It’s the only thing I can trust.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation It’s the only thing I can trust

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.784855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7cdb70ba-5cfa-46ed-a583-7f8664117517 · outbound

This paper cites Towards Mitigating Hallucination in Large Language Models via Self-Reflection.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Towards Mitigating Hallucination in Large Language Models via Self-Reflection

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.790311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04fdbe64-c62e-45a5-a744-0ed329ff3cf8 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.795875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5221736f-855b-4e30-bad7-0ad62b2fc173 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.800285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5778384b-b357-46a9-89d2-fe8ce0d7db4a · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.804767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 915c8b79-d503-4526-a7b6-02f363ac01aa · outbound

This paper cites CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation CLST: Cold-Start Mitigation in Knowledge Tracing by Aligning a Generative Language Model as a Students' Knowledge Tracer

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.815166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7550b46-5c0d-4b7f-b9dc-4904248cd291 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.820810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 163a9c30-0d3c-4464-ab50-78a4bbef6cd1 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.825514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6aebab2-5f73-4534-a087-89345d40618a · outbound

This paper cites In Pro- ceedings of the CHI Conference on Human Factors in Computing Systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation In Pro- ceedings of the CHI Conference on Human Factors in Computing Systems

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.809893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68e5cfbb-2015-4900-a061-525a84caea24 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.861275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899bc9a1-9300-423f-85d7-b4055c38294e · outbound

This paper cites Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Language Model Can Do Knowledge Tracing: Simple but Effective Method to Integrate Language Model and Knowledge Tracing Task

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.880684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a1592a4-b87d-4acd-b1a2-f945fbb2b9be · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.900935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09c4b3a9-aa89-4886-94ed-d4defa3e9420 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.830153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68acba0b-1e7a-45c4-841e-f077336acb18 · outbound

This paper cites InProceedings of the Eleventh ACM Conference on Learning@ Scale.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation InProceedings of the Eleventh ACM Conference on Learning@ Scale

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.841753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab8e70cf-30db-4fbd-9034-bc7261bdecbc · outbound

This paper cites Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Learning Structure and Knowledge Aware Representation with Large Language Models for Concept Recommendation

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.927297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a45e0e0f-87e4-4066-a2a9-84c261d249dc · outbound

This paper cites Long-context LLMs Struggle with Long In-context Learning.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Long-context LLMs Struggle with Long In-context Learning

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.932258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e8f61f9-f8ae-4cf2-bbdf-46475d36c860 · outbound

This paper cites Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Integrating LSTM and BERT for Long-Sequence Data Analysis in Intelligent Tutoring Systems

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.937417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9ec3ad-9cba-42bf-bae9-5ad6a4c53942 · outbound

This paper cites In International Conference on Intelligent Tutoring Systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation In International Conference on Intelligent Tutoring Systems

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.911305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f54ce1-a206-40c1-8afe-22d76bc43922 · outbound

This paper cites Explainable Few-shot Knowledge Tracing.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Explainable Few-shot Knowledge Tracing

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.916630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8df2ff-9489-4593-8aae-3dac35dff6c0 · outbound

This paper cites Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.922631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edc0562f-7e3d-4cba-82e9-4d81fc2dc772 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.957183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6715c4ce-9f27-422d-b8b3-2ad5f30b83b2 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.961752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 933f3a4f-7eb9-442b-8ab5-54b3bb615545 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.943175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9372ff2c-e61f-4134-aae2-57c3c6351d3f · outbound

This paper cites Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Let GPT be a Math Tutor: Teaching Math Word Problem Solvers with Customized Exercise Generation

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.942167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfd804cd-14c0-4aa8-9bc8-94744c4a616f · outbound

This paper cites What it wants me to say.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation What it wants me to say

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.947353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7688aa4d-d96d-454f-8187-6c4ed2490f99 · outbound

This paper cites GPT-based Open-Ended Knowledge Tracing.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation GPT-based Open-Ended Knowledge Tracing

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:39.952437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af98930e-bebf-4101-86e5-3f8653f9b9f5 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.009863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dda75f0-32c0-469d-8238-012d2c0c0d15 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.874542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 85b97be3-a814-4c16-ad24-9dbbc920cc50 · outbound

This paper cites A large language model-assisted education tool to provide feedback on open-ended responses.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation A large language model-assisted education tool to provide feedback on open-ended responses

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.022684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d49f09fd-ae8a-4fc9-84fe-f0fea812d3a6 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.928823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2caac94f-e7e8-41da-97f0-f034e54e493a · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.000046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5546080-1b8f-4976-a3c8-ed451699fd55 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.914264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39521e63-f828-4a9c-bcd1-3ab9d1825aef · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 58

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 213cc355-9280-4475-96fc-c4b10a85c12d · outbound

This paper cites Advances in Neural Information Processing Systems 36 (2024).

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Advances in Neural Information Processing Systems 36 (2024)

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:13:41.889354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ca42e8c-04c4-46c4-8284-ab04d115f6b6 · outbound

This paper cites Deep Knowledge Tracing.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Deep Knowledge Tracing

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.052853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7382dd50-9c31-48be-a965-0b29f82220c9 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.806280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c3d85ba-1c31-4b3c-a29f-d41973c9ab51 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.027484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 507d5926-33c2-4109-bf30-9587c1d42cc0 · outbound

This paper cites Towards Modeling Learner Performance with Large Language Models.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Towards Modeling Learner Performance with Large Language Models

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.031971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a9bb244-c965-4987-94b4-944a45863fae · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.848343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a11f885-f94f-47aa-9dee-ac4b2c64cd39 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.738283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d3d9356-5b86-4b60-ba5d-7bbe1c1bc87c · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.822482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3cb3c51a-5b48-42ae-be81-2c542898b5c4 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.090449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5eeb716-3b99-40d9-a526-ad2147745a41 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.698200Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7b2c170d-0440-4b21-83e6-2751dd911464 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.792356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00dbb7f9-3da6-4b18-a838-08a6c0bf273c · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.067965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3bba576-ffa5-4a99-a987-d19560f4a66f · outbound

This paper cites In Proceedings of the CHI Conference on Human Factors in Computing Systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation In Proceedings of the CHI Conference on Human Factors in Computing Systems

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:13:41.768908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation db9adae6-50e1-46e0-8358-e83d9ab421e2 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 72

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.753914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9976593d-7061-413d-a3fc-c2e2c5dcac1e · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.119055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e1a920c-2c13-4552-8016-38a0c4909ae7 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 74

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.723389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 04e7e142-ca03-496d-bb91-5bbdef7d4f5c · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 75

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.611859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 34088db8-b633-4d8e-8c12-2bdea9d9da60 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 76

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.597031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 523b89d7-a24e-47db-9b75-562f9cf8d76f · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.100197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a3c4d3-5c65-49ce-8e8b-2354ec6e06a5 · outbound

This paper cites Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data?

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.105086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32b8de0e-da70-4e78-80d4-61d8f5a7c5ed · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.672322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2043aa92-2b32-4f58-a40f-c625cc476aba · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.656604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 82f0cb2b-fa3d-4c21-9865-133d7f78114c · outbound

This paper cites Larger language models do in-context learning differently.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Larger language models do in-context learning differently

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.172249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f00f02f6-4ffe-45c5-8004-de827b006c19 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.123783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c1bfa4f-4fd2-41bf-8a4a-e780da6d9479 · outbound

This paper cites In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation In Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.128505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0484229-eada-4b2c-9a95-24d762668997 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.494090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15dbe1c5-9114-438d-96d9-7e0bdde3e96b · outbound

This paper cites Leveraging generative artificial intelligence to simulate student learning behavior.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Leveraging generative artificial intelligence to simulate student learning behavior

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.190278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feabd4b1-d866-47e1-a4a2-8826c6d14f13 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.142097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 156f79cf-83b3-4d2a-9ed2-2ad21b94fda7 · outbound

This paper cites In Proceedings of the CHI Conference on Human Factors in Computing Systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation In Proceedings of the CHI Conference on Human Factors in Computing Systems

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.146602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ecdcaa8-7582-48af-a263-3eec0409aab1 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.561186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60f435ca-65d7-4e71-88ca-b63060eb6328 · outbound

This paper cites TasTe: Teaching Large Language Models to Translate through Self-Reflection.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation TasTe: Teaching Large Language Models to Translate through Self-Reflection

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.155459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97eeafc4-4805-4b69-8552-c8e5df412c2d · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.160432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36142cff-fbed-4b9e-a543-2a22055f00c3 · outbound

This paper cites In Proceedings of the CHI conference on human factors in computing systems.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation In Proceedings of the CHI conference on human factors in computing systems

Reference 91

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T11:13:41.535744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c55b579a-c864-4729-84e4-fb84fe7d3a95 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.168097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd475827-89cb-422e-8e8b-794780a14e80 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 93

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.431241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c3d28015-1d75-4766-81ec-c3d4b2453b8d · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 94

Resolution: unresolved; raw_fallback, observed 2026-08-09T11:13:41.520077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation efd0379a-7e87-4c6f-9afa-4a97cc552d11 · outbound

This paper cites an unresolved cited work.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Unresolved cited work

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.180458Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cab2f6b-0db4-4e9b-bfc3-3e6b94dc1027 · outbound

This paper cites Simulating Classroom Education with LLM-Empowered Agents.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Simulating Classroom Education with LLM-Empowered Agents

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.241238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1194b44-2bd3-487d-9600-b574d197e106 · outbound

This paper cites Predictive, scalable and interpretable knowledge tracing on structured domains.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Predictive, scalable and interpretable knowledge tracing on structured domains

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.245512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86e2400e-b56b-4251-8ad9-ef8f71540660 · outbound

This paper cites EduAgent: Generative Student Agents in Learning.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation EduAgent: Generative Student Agents in Learning

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.195229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25a95a00-9e53-4408-a282-ad8e0f8e91ad · outbound

This paper cites A Survey on Knowledge Distillation of Large Language Models.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation A Survey on Knowledge Distillation of Large Language Models

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.200160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0178f166-bc88-44af-b39c-b47297b82b8d · outbound

This paper cites Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning.

Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-09T11:13:40.205084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 0b562cae-e310-42a5-9559-32ff6191cdb3 · inbound

Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment cites this paper.

Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T19:28:17.110832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab43fa4-14a3-4caa-8d27-0f872151a930 · inbound

FACET: Multi-Agent AI Supporting Teachers in Scaling Differentiated Learning for Diverse Students cites this paper.

FACET: Multi-Agent AI Supporting Teachers in Scaling Differentiated Learning for Diverse Students Classroom Simulacra: Building Contextual Student Generative Agents in Online Education for Learning Behavioral Simulation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:15:27.837974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.