Paper Citation Record · LEDGER

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models

As of 19 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2505.20642.

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

pith.paper-citation-record.v1
2505.20642 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:54:14.246818Z

measured 41 of 41 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

41 of 41 outbound references displayed

verified exact1
verified fuzzy32
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5a9065e5-f114-4b28-8674-89adb9ef72ff · outbound

This paper cites Using large language models to simulate multiple humans and replicate human subject studies.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Using large language models to simulate multiple humans and replicate human subject studies

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:20.153080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 994f4199-8af3-442a-bf0c-873929a46a84 · outbound

This paper cites The atomic components of thought.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models The atomic components of thought

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:20.008758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 88f0f362-6479-4fe8-b6f2-f01001138404 · outbound

This paper cites The gap between knowledge and ability.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models The gap between knowledge and ability

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:19.842989Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78ccf766-a0f1-4253-99ba-d604e8485912 · outbound

This paper cites E-qgen: Educational lecture abstract-based question generation system.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models E-qgen: Educational lecture abstract-based question generation system

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:19.699380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c7dca3fc-1bc0-4036-9c7d-e4889b3d9fce · outbound

This paper cites Designing and implementing a case - based learning environment for enhancing ill - structured problem solving: classroom management problems for prospective teachers.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Designing and implementing a case - based learning environment for enhancing ill - structured problem solving: classroom management problems for prospective teachers

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:19.511184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b8984f8c-72f4-41cb-898c-7d4d77849bfc · outbound

This paper cites Knowledge tracing: Modeling the acquisition of procedural knowledge.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Knowledge tracing: Modeling the acquisition of procedural knowledge

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:19.352652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c4548df3-cc13-415c-95d9-de558d91762a · outbound

This paper cites CodeBERT: A Pre-Trained Model for Programming and Natural Languages.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.155800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6559f9aa-97bf-4b96-8409-7353a304ae7e · outbound

This paper cites Research on the learning experience of virtual simulation class experimental teaching and learning based on the perspective of nursing students.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Research on the learning experience of virtual simulation class experimental teaching and learning based on the perspective of nursing students

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:19.203785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9bff843-1408-45db-afea-01612a58351e · outbound

This paper cites Rcd: Relation map driven cognitive diagnosis for intelligent education systems.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Rcd: Relation map driven cognitive diagnosis for intelligent education systems

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:19.020169Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 36bd2b44-24c4-4f69-9a27-ea3887aafacd · outbound

This paper cites Denoising programming knowledge tracing with a code graph-based tuning adaptor.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Denoising programming knowledge tracing with a code graph-based tuning adaptor

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.878869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 88c11ef3-0e3a-472b-8d2a-4b825a75669b · outbound

This paper cites Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.487995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8a6cc7d-1264-439d-b278-7a204b38be9b · outbound

This paper cites Social learning through interactions with other agents: A survey.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Social learning through interactions with other agents: A survey

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.724285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation cd9a28ef-faad-43b6-92a4-3a2c89d7358a · outbound

This paper cites Long short-term memory.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Long short-term memory

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.598149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae61018b-9384-4409-bedd-f1463464637f · outbound

This paper cites An llm-enhanced agent-based simulation tool for information propagation.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models An llm-enhanced agent-based simulation tool for information propagation

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.387444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8cdd0e9c-ce75-495d-baf1-3a9120bc8057 · outbound

This paper cites Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:11.828137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14107c9b-4834-4040-a672-77036b2f3ab8 · outbound

This paper cites Pst: measuring skill proficiency in programming exercise process via programming skill tracing.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Pst: measuring skill proficiency in programming exercise process via programming skill tracing

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.220986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c8350db7-8506-4465-b5f7-24fd458cd24c · outbound

This paper cites Llm-based multi-level knowledge generation for few-shot knowledge graph completion.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Llm-based multi-level knowledge generation for few-shot knowledge graph completion

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:18.037949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 827a0cc9-e161-400d-ae03-2583b932430c · outbound

This paper cites Liang, T.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Liang, T

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.870625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f10ef9b1-3ce3-43bd-abbc-a51e7c449b7d · outbound

This paper cites Ekt: Exercise-aware knowledge tracing for student performance prediction.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Ekt: Exercise-aware knowledge tracing for student performance prediction

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.718273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b51653a-cca5-4f01-b6ed-47b1aea49110 · outbound

This paper cites A Survey of Knowledge Tracing: Models, Variants, and Applications.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models A Survey of Knowledge Tracing: Models, Variants, and Applications

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:54:14.492707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ad237d0-88c2-41a0-867a-8cdf680fd0b7 · outbound

This paper cites Open-ended knowledge tracing for computer science education.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Open-ended knowledge tracing for computer science education

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.542671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78a51d15-72a6-4d82-8596-1ec06588d889 · outbound

This paper cites An evaluation of the impact of automated programming hints on performance and learning.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models An evaluation of the impact of automated programming hints on performance and learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.396488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1bdeda16-60b0-40e3-90de-6ed54be0b903 · outbound

This paper cites Knowledge organization and skill differences in computer programmers.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Knowledge organization and skill differences in computer programmers

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.230503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 31727686-7800-4ee5-9551-083a450f305c · outbound

This paper cites Generative agents: Interactive simulacra of human behavior.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Generative agents: Interactive simulacra of human behavior

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:17.058904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 19aecc17-6068-4706-9c3e-28bf1ebfa0ea · outbound

This paper cites Empowering personalized learning through a conversation-based tutoring system with student modeling.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Empowering personalized learning through a conversation-based tutoring system with student modeling

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.919633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e876ed54-ab7b-4382-8208-1a58213bfa21 · outbound

This paper cites Deep knowledge tracing.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Deep knowledge tracing

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.729633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ae16e50d-31b2-4120-8267-a4dd2e9e13b5 · outbound

This paper cites CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models CodeNet: A Large-Scale AI for Code Dataset for Learning a Diversity of Coding Tasks

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:12.898245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad79b92d-52d2-4045-92e5-990ff9d7f46e · outbound

This paper cites Engineering education in the era of chatgpt: Promise and pitfalls of generative ai for education.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Engineering education in the era of chatgpt: Promise and pitfalls of generative ai for education

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.560887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aba415fc-eaf3-4fef-ac7e-8791e0e564e1 · outbound

This paper cites Ethical considerations in ai and data science-addressing bias, privacy, and fairness.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Ethical considerations in ai and data science-addressing bias, privacy, and fairness

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.372559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e6cb49be-f00a-40c5-a7a5-10376d895892 · outbound

This paper cites CodeBLEU: a Method for Automatic Evaluation of Code Synthesis.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models CodeBLEU: a Method for Automatic Evaluation of Code Synthesis

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:13.139550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e5349a7-4069-44fc-a4b5-94382cf14d36 · outbound

This paper cites Learning to represent student knowledge on programming exercises using deep learning.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Learning to represent student knowledge on programming exercises using deep learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:16.176947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8fe0d715-80ff-4523-9c7f-af3091da88e1 · outbound

This paper cites Llm-powered multi-agent framework for goal-oriented learning in intelligent tutoring system.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Llm-powered multi-agent framework for goal-oriented learning in intelligent tutoring system

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.931006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4e857a26-41cd-4c50-a3ab-39aa89e530c5 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Chain-of-thought prompting elicits reasoning in large language models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:13.397153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54f2a1c0-aca2-4078-a1ab-2e5133cddc6f · outbound

This paper cites EduAgent: Generative Student Agents in Learning.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models EduAgent: Generative Student Agents in Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:13.474998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44fb77b7-3879-4af4-9bd6-ca54a2887639 · outbound

This paper cites Do llms overcome shortcut learning? an evaluation of shortcut challenges in large language models.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Do llms overcome shortcut learning? an evaluation of shortcut challenges in large language models

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.719225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 834129c2-1423-4a18-9be1-5528624484e6 · outbound

This paper cites Towards accurate and fair cognitive diagnosis via monotonic data augmentation.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Towards accurate and fair cognitive diagnosis via monotonic data augmentation

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.511821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d9651214-208d-4e80-ad38-dd50dcfa3d6f · outbound

This paper cites Understanding and improving fairness in cognitive diagnosis.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Understanding and improving fairness in cognitive diagnosis

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.284940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9d8ff644-1beb-4a02-85c4-5f1602603c42 · outbound

This paper cites Simulating student interactions with two-stage imitation learning for intelligent educational systems.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Simulating student interactions with two-stage imitation learning for intelligent educational systems

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:15.068092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ad7b68e6-66e8-459a-a153-fabc687e2a2d · outbound

This paper cites Large language model as a policy teacher for training reinforcement learning agents.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Large language model as a policy teacher for training reinforcement learning agents

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:14.912711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 24b18290-1649-4c20-b5d1-5c19fa1bba51 · outbound

This paper cites Programming knowledge tracing: A comprehensive dataset and a new model.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models Programming knowledge tracing: A comprehensive dataset and a new model

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:54:14.664583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 867be9ac-9cb1-4790-b32e-ee08ff3e6b63 · outbound

This paper cites write newline.

CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T13:54:14.246818Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.