Paper Citation Record · LEDGER

Training Long-Context LLMs Efficiently via Chunk-wise Optimization

As of 8 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2505.16710.

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

pith.paper-citation-record.v1
2505.16710 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:06:29.159322Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1598c49e-1a7c-4da0-8fb7-66aa8439660a · outbound

This paper cites Training-Free Long-Context Scaling of Large Language Models.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Training-Free Long-Context Scaling of Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:27.855551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90a2fab4-96fd-4130-9118-233c61b960bd · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:30.116737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 04d8a99c-e47c-4e09-8e19-e559784148a9 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.845661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5d787404-adae-408d-847f-69a7dd54a9bf · outbound

This paper cites Training Deep Nets with Sublinear Memory Cost.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Training Deep Nets with Sublinear Memory Cost

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:28.060585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9816e1a-c8bd-44ca-9029-46553719d0bb · outbound

This paper cites LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:28.150781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b3c1eb-509e-4474-a5ef-04fa806cbda4 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.721565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3c68812f-7c48-4064-934c-8914e5981446 · outbound

This paper cites Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:28.409396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acdc4c78-9ccc-4c77-b1b2-09bef26684df · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.702456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c04707b8-b9a3-46ee-a1bb-1e01f3451095 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.668500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ffbfdb2a-a4e1-419c-b97d-82cfc1125b79 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.613270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac0937e8-5d64-4ba6-b8f9-7ccecaa26f01 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.556409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fbdd6e6a-1812-4b5b-8f44-7f0c847a8ca0 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.522552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 57ed6a2c-d261-4dd5-a98c-116c8235592b · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.023172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bd7b50b-65a1-4d4d-87c2-4e0a4d4fdd1e · outbound

This paper cites LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization LongRecipe: Recipe for Efficient Long Context Generalization in Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.100683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88aa3a43-96d1-4f01-8b67-bef4a86d2fb2 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.493444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f0e08c2e-28e6-4929-aa7f-d7c82f4ca030 · outbound

This paper cites Efficient Memory Management for Large Language Model Serving with PagedAttention.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Efficient Memory Management for Large Language Model Serving with PagedAttention

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.111047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4172f115-bd9d-46f2-9056-20a5efc452a1 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.473878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cea96d38-2615-4e85-b7fe-9ad57c1d8707 · outbound

This paper cites The Llama 3 Herd of Models.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization The Llama 3 Herd of Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.121854Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3927922f-a6ee-4226-b35d-e2cc3bee15b7 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.457899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9eb187e7-eca0-4e52-a363-e0dfdc3dd2d6 · outbound

This paper cites YaRN: Efficient Context Window Extension of Large Language Models.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization YaRN: Efficient Context Window Extension of Large Language Models

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.130728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ee4cf30-1a5f-4728-8053-601870d3fba3 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.440602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 48ba3aa0-26d7-440d-b9f6-b4ae47901ac6 · outbound

This paper cites Attention Is All You Need.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Attention Is All You Need

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.139614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9966e4d2-f886-4c18-9858-bfa7ca7f2653 · outbound

This paper cites FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.144036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6d4f50-0ac5-4e96-9ee1-f4d249425e32 · outbound

This paper cites an unresolved cited work.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T15:06:29.423250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf8d2648-9091-4c21-ae3d-d4ca99d0955a · outbound

This paper cites online" 'onlinestring :=.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization online" 'onlinestring :=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.153554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a753b008-9aba-46b5-ad9e-3896f633b8f0 · outbound

This paper cites write newline.

Training Long-Context LLMs Efficiently via Chunk-wise Optimization write newline

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T15:06:29.159322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.