Paper Citation Record · LEDGER

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2603.00910.

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

pith.paper-citation-record.v1
2603.00910 v3

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T02:39:03.519913Z

measured 27 of 27 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

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e1ff4ae0-1b69-4642-866a-75b8bb08bf62 · outbound

This paper cites Table 3: Hyperparameter configurations for allocation and pruning.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Table 3: Hyperparameter configurations for allocation and pruning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:03.519913Z

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Observation 53ca9af1-1210-48f7-a8fe-8abdf552cd19 · outbound

This paper cites doi: 10.18653/v1/N19-1300.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: 10.18653/v1/N19-1300

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:00.651246Z

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Observation 5edf0fa6-4ec4-49ff-8a22-4a1ef6cb491d · outbound

This paper cites doi: 10.18653/v1/2023.emnlp-main.907.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: 10.18653/v1/2023.emnlp-main.907

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.139671Z

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Observation b5c9ff05-d477-4c0f-9434-fa3f8c06b6bb · outbound

This paper cites Mistral 7B.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Mistral 7B

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.270504Z

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Observation aa0312ea-3f23-4095-a576-29c69ce08c65 · outbound

This paper cites Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Bridging Predictive Coding and MDL: A Two-Part Code Framework for Deep Learning

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-03T02:39:01.840773Z

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Observation 7cfc5459-c9d0-4868-a2fd-766ee5d4818d · outbound

This paper cites AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.949150Z

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Observation bdb869fc-5010-4523-a8d0-051550d02818 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.050833Z

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Observation 548ad9e8-4bd1-409e-843b-c249518b5ee7 · outbound

This paper cites doi: 10.1145/3474381.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: 10.1145/3474381

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.200285Z

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Observation 006238de-8937-4c5b-ba18-17ce5d0b8b74 · outbound

This paper cites Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Layer Importance and Hallucination Analysis in Large Language Models via Enhanced Activation Variance-Sparsity

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.457506Z

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Observation 04ecd127-62fe-46cc-bd4e-67a02e1a84b7 · outbound

This paper cites CommonsenseQA: A question answer- ing challenge targeting commonsense knowledge.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization CommonsenseQA: A question answer- ing challenge targeting commonsense knowledge

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.615387Z

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Observation 61b64283-719d-4d6d-a15e-845866b36ade · outbound

This paper cites doi: 10.18653/v1/N19-1421.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: 10.18653/v1/N19-1421

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.750852Z

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Observation b7cbcc05-75b8-4ca4-b866-736564a0d9c5 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Gemma: Open Models Based on Gemini Research and Technology

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.915391Z

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Observation 5cbd3c02-d0fa-4a3c-af6c-9a7a6779838a · outbound

This paper cites GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:03.042786Z

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Observation 018bff00-7817-4319-a0aa-350dfc2d866c · outbound

This paper cites doi: 10.1162/tacl_a_00290.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: 10.1162/tacl_a_00290

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:03.120885Z

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Observation 8cfaee59-c966-4d99-91d6-f5d29d31f941 · outbound

This paper cites More recent work scales these ideas to modern architectures using diagonal Fisher approximations Martens and Grosse [2015], Kronecker-factored curvature Botev et al.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization More recent work scales these ideas to modern architectures using diagonal Fisher approximations Martens and Grosse [2015], Kronecker-factored curvature Botev et al

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:03.286836Z

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Observation caf4ed65-5e1b-49a7-a0e2-dba18a90f07d · outbound

This paper cites an unresolved cited work.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:03.390339Z

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Observation e7287afc-f3cf-405f-9dd6-d01d4d3df87e · outbound

This paper cites cc/paper_files/paper/1989/file/6c9882bbac1c7093bd25041881277658-Paper.pdf.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization cc/paper_files/paper/1989/file/6c9882bbac1c7093bd25041881277658-Paper.pdf

Reference 1989

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.439077Z

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Observation 6113e4ce-45a5-4d2f-9d74-437b9389c6a0 · outbound

This paper cites Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, and Dacheng Tao.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Shwai He, Run-Ze Fan, Liang Ding, Li Shen, Tianyi Zhou, and Dacheng Tao

Reference 1993

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.057577Z

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Observation 443bc2a7-5b09-4bb9-baa4-7a94750210b0 · outbound

This paper cites doi: https://doi.org/10.1016/S0893-6080(96)00127-X.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: https://doi.org/10.1016/S0893-6080(96)00127-X

Reference 1997

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:02.294054Z

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Observation f4975cf5-b060-440b-8fe2-92ceb3130fe7 · outbound

This paper cites Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, and Kristina Toutanova.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Christopher Clark, Kenton Lee, Ming-Wei Chang, Tom Kwiatkowski, Michael Collins, and Kristina Toutanova

Reference 2004

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:00.490098Z

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Observation a6d9dc6e-4a6f-4915-ba90-51031b37d6a7 · outbound

This paper cites Can a suit of armor conduct electricity? a new dataset for open book question answering.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Can a suit of armor conduct electricity? a new dataset for open book question answering

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.710424Z

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Observation 3e1e642b-b84f-4050-8b14-43b97d8e860e · outbound

This paper cites DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization DataInf: Efficiently Estimating Data Influence in LoRA-tuned LLMs and Diffusion Models

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.340481Z

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Observation 4a89ba97-e1e9-4bf2-8c53-4cd99afa3262 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:00.762257Z

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Observation 42b50bf9-f184-4f8b-af8d-6aca4e3ae54d · outbound

This paper cites doi: 10.1016/j.neunet.2019.04.009.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization doi: 10.1016/j.neunet.2019.04.009

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:00.406059Z

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Observation 89a30109-6188-4d5c-a112-7b43b945e5b6 · outbound

This paper cites Sanae Lotfi, Marc Finzi, Yilun Kuang, Tim G.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Sanae Lotfi, Marc Finzi, Yilun Kuang, Tim G

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:01.580653Z

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Observation 36a94c27-d56c-428d-8eec-757579577cc1 · outbound

This paper cites SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:00.860624Z

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Observation 36cc4a16-0943-46c5-8820-9362d59c7c8a · outbound

This paper cites Higher Layers Need More LoRA Experts.

Curvature-Weighted Capacity Allocation: A Minimum Description Length Framework for Layer-Adaptive Large Language Model Optimization Higher Layers Need More LoRA Experts

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-03T02:39:00.957520Z

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Pith citing papers

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