Paper Citation Record · LEDGER

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.29601.

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

pith.paper-citation-record.v1
2607.29601 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T03:51:00.045896Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

36 of 36 outbound references displayed

verified exact0
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 45018918-94ac-444e-9349-22f791115ca0 · outbound

This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Findings of the Association for Computational Linguistics: EMNLP 2023 , pages=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.222718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07253755-4749-4709-88e8-ff7947f56764 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the AAAI Conference on Artificial Intelligence , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.289017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30d0ee45-2c49-4357-91fb-e5f4c5b2c754 · outbound

This paper cites Nature Machine Intelligence , volume=.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Nature Machine Intelligence , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.448901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38350aaa-759f-403c-8b85-056547181446 · outbound

This paper cites Findings of the Association for Computational Linguistics: EACL 2023 , pages =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Findings of the Association for Computational Linguistics: EACL 2023 , pages =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.486806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c148fccc-aa2c-413d-957b-d0228746feeb · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Advances in Neural Information Processing Systems , volume =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.549755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c992202-3e17-4482-a5c7-0f0b443ccd15 · outbound

This paper cites Proceedings of the 36th International Conference on Machine Learning , series =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the 36th International Conference on Machine Learning , series =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.636729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f21f527-486a-4f15-96fe-2483a0aba867 · outbound

This paper cites and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , title =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs and Shen, Yelong and Wallis, Phillip and Allen-Zhu, Zeyuan and Li, Yuanzhi and Wang, Shean and Wang, Lu and Chen, Weizhu , title =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.701311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5910cea5-3385-4e28-9812-a20c1a716522 · outbound

This paper cites Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.810156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df347900-eff2-4ac3-af10-49b45fbcb77e · outbound

This paper cites an unresolved cited work.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.893299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bf36c49-7ab3-4517-8fed-f870f6bbc495 · outbound

This paper cites , title =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs , title =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:56.999647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785ed27c-2d85-4e2f-b1bd-ee521acbbf25 · outbound

This paper cites Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:57.175377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f6c7e5e-4678-4ee9-b7ed-44551e6c5f66 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Advances in Neural Information Processing Systems , volume =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:57.428385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfdb1259-b35c-4799-8dc7-1c9afce076fd · outbound

This paper cites an unresolved cited work.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:57.537502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ec228e4-347b-48e9-b065-3355ecd60998 · outbound

This paper cites UniPELT: A unified framework for parameter-efficient language model tuning , booktitle =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs UniPELT: A unified framework for parameter-efficient language model tuning , booktitle =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:57.679357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 481c99d3-7b4e-46fa-a895-6ef23bcc7997 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:57.819061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3410ecbc-9c14-46f3-afd3-b9e0c0a10827 · outbound

This paper cites Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:57.982595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 221b310a-cbcb-4dae-a670-8ff326de5077 · outbound

This paper cites AdapterFusion: Non-destructive task composition for transfer learning , booktitle =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs AdapterFusion: Non-destructive task composition for transfer learning , booktitle =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.119928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3808e523-d0f6-4f8f-83cd-f03c4d67e9fc · outbound

This paper cites Progressive Neural Networks.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Progressive Neural Networks

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.175667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4dff3b-b020-4250-ad50-0c996a57523b · outbound

This paper cites Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Gradient Vaccine: Investigating and Improving Multi-task Optimization in Massively Multilingual Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.258747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e265a5f-c706-4087-8eea-5f0e0b7845d6 · outbound

This paper cites TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.338763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 143fc603-97c9-4060-baf3-640385ead246 · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Advances in Neural Information Processing Systems , volume =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.421891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e0eecf9-0775-45c4-88dd-b3463b7da17c · outbound

This paper cites AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs AdaLoRA: Adaptive Budget Allocation for Parameter-Efficient Fine-Tuning

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.502223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce76c63-7c73-4c37-ac19-d7e11911d089 · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs IEEE Transactions on Knowledge and Data Engineering , volume =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.582981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891e5ca8-2274-4d12-915e-77838b9ed7b7 · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.669078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b875ad6-5590-4349-8c7b-a8afcb801813 · outbound

This paper cites Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.753155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db488867-646b-43f5-955a-eb3583255f3c · outbound

This paper cites MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.835610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f95fc609-8b2b-4b8c-88a5-72801ce26d94 · outbound

This paper cites an unresolved cited work.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.894249Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adcadb19-3cd8-4a19-a1de-0ea8b56f6c48 · outbound

This paper cites Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) , pages =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 2: Short Papers) , pages =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.955765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 113a9142-769a-4291-9121-43e2a648acd2 · outbound

This paper cites an unresolved cited work.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:58.971890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04622993-07b7-4915-82d9-9fc10043d3ad · outbound

This paper cites an unresolved cited work.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:59.020982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 354bc783-aba8-4c5e-80c9-3249ca475f2c · outbound

This paper cites ACM Computing Surveys , volume =.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs ACM Computing Surveys , volume =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:59.186728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94b7a491-dda5-4163-a5d8-1d6599ff2bed · outbound

This paper cites Parameter-Efficient Continual Fine-Tuning: A Survey.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Parameter-Efficient Continual Fine-Tuning: A Survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:59.444442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b4893f7-3f76-4f33-a52c-a591f920ed5a · outbound

This paper cites CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:59.663566Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d83adc6c-6466-4318-82d5-53c5b2060bff · outbound

This paper cites Bossens and Adam J.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs Bossens and Adam J

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:59.832415Z

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Unavailable: canonical work link unavailable.

Observation cb24f58e-f5b1-47f3-a22f-5a8e8f7f37e8 · outbound

This paper cites 2025 , eprint=.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs 2025 , eprint=

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T03:50:59.946612Z

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Unavailable: canonical work link unavailable.

Observation 9cf63e09-089a-4166-9b39-f98d685bddb5 · outbound

This paper cites M o RE : A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning.

The Parts Are Greater Than the Sum: Automated Task Sequencing for Efficient Training of Multi-Policy LLMs M o RE : A Mixture of Low-Rank Experts for Adaptive Multi-Task Learning

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T03:51:00.045896Z

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Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.