Paper Citation Record · LEDGER

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation

As of 9 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2607.11503.

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

pith.paper-citation-record.v1
2607.11503 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T05:10:18.312098Z

measured 24 of 24 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 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

24 of 24 outbound references displayed

verified exact0
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fb9a011c-5a41-4f36-8f2b-333e3f84f03f · outbound

This paper cites GPT-4 Technical Report.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e93d3257-d597-4a86-87d7-dfe6020072c5 · outbound

This paper cites Transactions of the Association for Computational Linguistics 12, 157–173 (2024).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation Transactions of the Association for Computational Linguistics 12, 157–173 (2024)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4287aaa5-352c-4341-ae66-f706a6151830 · outbound

This paper cites ACM Transactions on Information Systems 43(2) (2024).https://doi.org/10.1145/3703155.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation ACM Transactions on Information Systems 43(2) (2024).https://doi.org/10.1145/3703155

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e02ed9dd-6c75-48a1-af74-9f129ece7604 · outbound

This paper cites In: Proceedings of NAACL-HLT 2024, pp.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Proceedings of NAACL-HLT 2024, pp

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a061530a-e45d-4af1-baf5-8c68583daef4 · outbound

This paper cites PEER: A Collaborative Language Model.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation PEER: A Collaborative Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b2bd6b5-2453-45b5-9a35-f97731199417 · outbound

This paper cites AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8adaffc0-5d55-4db4-8cb5-bc1460814173 · outbound

This paper cites CollabLLM: From Passive Responders to Active Collaborators.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation CollabLLM: From Passive Responders to Active Collaborators

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c21b6a-b58a-44f6-9486-a2cb6db45dbe · outbound

This paper cites LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e683a1c4-839d-4b3b-b419-1026c57f96f3 · outbound

This paper cites LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55db02b4-9a69-4cb3-b536-ba16c6d13dbb · outbound

This paper cites In: Text Summarization Branches Out, pp.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Text Summarization Branches Out, pp

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9fcd7bb-f0db-4d56-85b9-497a1c262113 · outbound

This paper cites In: Proceedings of EMNLP 2023, pp.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Proceedings of EMNLP 2023, pp

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc616b57-6ddc-487c-9d61-4084907979be · outbound

This paper cites In: Advances in Neural Information Processing Systems (2023).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Advances in Neural Information Processing Systems (2023)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e43f891d-92c2-4b42-8dc7-aac58573fc6d · outbound

This paper cites Science China Information Sciences 68(2) (2025).https://doi.org/10.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation Science China Information Sciences 68(2) (2025).https://doi.org/10

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b792deb-96b3-451b-9207-c4cfb3885df4 · outbound

This paper cites In: International Conference on Learning Representations (2023).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: International Conference on Learning Representations (2023)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ad576ee-ae85-41b9-859e-49ee94126dd6 · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 605cdd73-6354-4ba8-a4ab-ced6013aeb07 · outbound

This paper cites In: Advances in Neural Information Processing Systems (2020).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Advances in Neural Information Processing Systems (2020)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e387f12c-9c99-4eb1-9327-b52296cca12b · outbound

This paper cites In: Proceedings of ISCSLP (2024).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Proceedings of ISCSLP (2024)

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87af7bf2-445f-4cfa-99c1-509b53d30ef2 · outbound

This paper cites Improving End-to-End Training of Retrieval-Augmented Generation Models via Joint Stochastic Approximation.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation Improving End-to-End Training of Retrieval-Augmented Generation Models via Joint Stochastic Approximation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd596b09-6a44-42db-97ac-aed33fba336a · outbound

This paper cites GitHub repository.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation GitHub repository

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844c0bcb-adc7-4b84-a7f6-b43432bf1885 · outbound

This paper cites an unresolved cited work.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02c2791c-0fd1-4f0c-bc06-d5e08693f16e · outbound

This paper cites In: Inter- national Conference on Learning Representations (2024).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Inter- national Conference on Learning Representations (2024)

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec2b5c6a-9c4e-4c09-a846-4a8060666dcc · outbound

This paper cites In: Advances in Neural Information Processing Systems (2023).

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation In: Advances in Neural Information Processing Systems (2023)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97cd698b-76c5-44f5-94a9-e05f3991261b · outbound

This paper cites SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4e90bb9-7a5a-4430-9468-13358b1eb0d9 · outbound

This paper cites Skill-R1: Agent Skill Evolution via Reinforcement Learning.

GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation Skill-R1: Agent Skill Evolution via Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T05:10:18.312098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.