Paper Citation Record · LEDGER

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production

As of 13 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2412.08069.

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

pith.paper-citation-record.v1
2412.08069 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T18:19:43.726277Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy5
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b2a6a206-ff50-48ab-9d83-713935c14835 · outbound

This paper cites an unresolved cited work.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-11T18:19:44.063840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 35b4b718-1ec6-4712-86a1-07ee05fbc7d8 · outbound

This paper cites Github copilot,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Github copilot,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.619369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3af6bed-20c5-4bf9-903b-e3e0946e348a · outbound

This paper cites Marscode,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Marscode,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.623356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 613a0c86-73a6-4abe-9f43-c454846ffac0 · outbound

This paper cites Codeium,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Codeium,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.627578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37bfd744-6dad-4e42-9fd0-31a3c3b9c755 · outbound

This paper cites MarsCode Agent: AI-native Automated Bug Fixing.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production MarsCode Agent: AI-native Automated Bug Fixing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.631836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56f558b7-c49f-4d5d-8495-bd74e21e61fa · outbound

This paper cites Autocoderover: Autonomous program improvement,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Autocoderover: Autonomous program improvement,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.636195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 312e0f7e-4715-4286-bcac-71aea11f3511 · outbound

This paper cites Agentless: Demystifying LLM-based Software Engineering Agents.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Agentless: Demystifying LLM-based Software Engineering Agents

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.640729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2139cd4-b4f6-4aec-80d3-007e1aa2a728 · outbound

This paper cites Experiences from using code explanations generated by large language models in a web software development e-book,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Experiences from using code explanations generated by large language models in a web software development e-book,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.645066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e774ca97-a0dc-452c-a957-440d798180bc · outbound

This paper cites How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.649035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1869237a-3d46-4c66-8155-e2a41f030e1a · outbound

This paper cites Learning to construct better mutation faults,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Learning to construct better mutation faults,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:19:44.005440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0a2ee800-7872-4cbe-b30a-7e4f32898e92 · outbound

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

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production CodeBERT: A Pre-Trained Model for Programming and Natural Languages

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.657498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 354dabc3-25d3-4869-bc9a-7db1f07559ca · outbound

This paper cites CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.661772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f0acaa4-7105-4723-90bb-7739810fd144 · outbound

This paper cites InCoder: A Generative Model for Code Infilling and Synthesis.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production InCoder: A Generative Model for Code Infilling and Synthesis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.665912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da751c3-9e1d-4d2a-881a-9c5644925c91 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Evaluating Large Language Models Trained on Code

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.669965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7bed7ec-22fa-4184-8f0f-d7c9ed4fdf62 · outbound

This paper cites Magicoder: Em- powering code generation with oss-instruct,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Magicoder: Em- powering code generation with oss-instruct,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.674113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 596f5bdd-01c6-4b3e-ade8-310aa34b8dff · outbound

This paper cites Mftcoder: Boosting code llms with multitask fine-tuning,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Mftcoder: Boosting code llms with multitask fine-tuning,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:19:43.981847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation f3bdab98-42ff-423f-b0cd-066e9ebfed15 · outbound

This paper cites Large Language Models for Data Annotation and Synthesis: A Survey.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Large Language Models for Data Annotation and Synthesis: A Survey

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.681441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e456c43-30e5-46d5-ae76-82ea8e8ec5b6 · outbound

This paper cites Leveraging Large Language Models (LLMs) to Support Collaborative Human-AI Online Risk Data Annotation.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Leveraging Large Language Models (LLMs) to Support Collaborative Human-AI Online Risk Data Annotation

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-08-11T18:19:43.808809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3e4c95e2-f215-41a9-94de-71b17a244835 · outbound

This paper cites Enhancing human annotation: Leveraging large language models and efficient batch processing,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Enhancing human annotation: Leveraging large language models and efficient batch processing,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:19:43.966071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation d89f6192-f65e-468e-8b59-dfd8ad5c1d63 · outbound

This paper cites Large language models as annotators: A preliminary evaluation for annotating low-resource language content,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Large language models as annotators: A preliminary evaluation for annotating low-resource language content,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:19:43.953152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c302be5d-2fa2-4097-ac08-4c0d417e545d · outbound

This paper cites Fine-tuning large language models to improve accuracy and comprehensibility of automated code review,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Fine-tuning large language models to improve accuracy and comprehensibility of automated code review,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T18:19:43.939407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7289f18a-ab76-48bd-b2b0-2e9725144f19 · outbound

This paper cites Training language models to follow instructions with human feedback,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Training language models to follow instructions with human feedback,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.701280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b331406-1934-4b55-a40e-6fef340e27f1 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.705531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 041ed324-8481-4799-b295-9c03658aaea4 · outbound

This paper cites DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.710688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b031cd7-09a4-49df-b89f-61917b77ae70 · outbound

This paper cites Starcoder 2 and the stack v2: The next generation,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Starcoder 2 and the stack v2: The next generation,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.714611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 238a6e9d-fc4a-49c8-a83d-c40f645908ab · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.718312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c34e1a2-c478-472f-9dd6-4871c8f26432 · outbound

This paper cites Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Is your code generated by chatgpt really correct? rigorous evaluation of large language models for code generation,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.722527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25a5fe30-fc02-47ee-9b26-71241a0f0a19 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

DialogAgent: An Auto-engagement Agent for Code Question Answering Data Production Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T18:19:43.726277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.