Paper Citation Record · LEDGER

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.17166.

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

pith.paper-citation-record.v1
2607.17166 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:53:12.152009Z

measured 31 of 31 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

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f322e9f3-8c39-4748-8a78-51b862b7db20 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.082151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 227ebe31-4f7a-41e5-8841-ee782db2b28e · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.175622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69431eb4-60a7-440d-9f05-6e51e1a60fe9 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.386333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc810770-71bf-477c-86fd-04fab6238d17 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies LLaMA: Open and Efficient Foundation Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.553131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 415dc199-9d32-44d3-9515-145bec85188a · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.646929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45778693-ed68-4b58-a28d-7961e628eb7d · outbound

This paper cites GPT-4 Technical Report.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies GPT-4 Technical Report

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.734559Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a19c0842-d2aa-4a78-94ce-040791062a34 · outbound

This paper cites Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.820781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b196349-e0b6-48c9-9ef2-8596fefa7fba · outbound

This paper cites Circuit Component Reuse Across Tasks in Transformer Language Models.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Circuit Component Reuse Across Tasks in Transformer Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.982258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8dd60a62-6b85-4880-b478-03e434460156 · outbound

This paper cites A Multiscale Visualization of Attention in the Transformer Model.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies A Multiscale Visualization of Attention in the Transformer Model

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.057200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18ff3aed-c046-4ef3-8d2a-0e471c6b5d7b · outbound

This paper cites Teaching Arithmetic to Small Transformers.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Teaching Arithmetic to Small Transformers

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.165241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb5bb5ba-1ab3-4cb9-a4b2-793d679c2e8d · outbound

This paper cites Galactica: A Large Language Model for Science.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Galactica: A Large Language Model for Science

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.215122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e52da35-4c96-4920-be05-c8554c11d4e0 · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies LaMDA: Language Models for Dialog Applications

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.314164Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c4680c0-250b-4362-9d92-041695175e07 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.387543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b897c66b-c55c-44af-8398-60becd100b03 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.493826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dddd89b7-8dd6-4c8c-b654-53ae593abdbe · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.541089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 328371a8-1a39-4e05-80de-a92316c8872e · outbound

This paper cites Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.650633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af592cb-4a53-451c-a2e5-2f79e4373d19 · outbound

This paper cites Limitations of Language Models in Arithmetic and Symbolic Induction.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Limitations of Language Models in Arithmetic and Symbolic Induction

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.766055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7374d5d5-abae-419f-a794-fc4fedd34d90 · outbound

This paper cites GPT Can Solve Mathematical Problems Without a Calculator.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies GPT Can Solve Mathematical Problems Without a Calculator

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.869656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2caf462-f62c-4dd0-ae69-caa8ec0eb973 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:10.989721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 031c4a95-0785-4f7d-90bc-d796fe7ffbe2 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.105570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 540761a0-4bfb-4eed-998f-8725c76cac9a · outbound

This paper cites Understanding Addition in Transformers.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Understanding Addition in Transformers

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.188427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 884553a8-df4d-473e-b80a-e90cb20336b4 · outbound

This paper cites Positional Description Matters for Transformers Arithmetic.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Positional Description Matters for Transformers Arithmetic

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.313185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a76181dd-bed3-419c-a54e-457793352136 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.517896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bb2663a-ad3c-40e5-8c2f-65bf1380f370 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.640995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a727ea5-1a3d-48bb-8fe2-338a6a27ddfb · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.692390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a279f2c0-5546-4cd3-8913-7f23d11fb4c4 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.796077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bb63280-27c5-46fc-abc7-2d566563ff34 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.884580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9047ca79-1e33-4926-bc3a-1605f63bbfb5 · outbound

This paper cites an unresolved cited work.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:11.937124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5255c25a-3b3d-4d7e-8db1-2ef2d5e9d6e0 · outbound

This paper cites and Foth, M.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies and Foth, M

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:12.039160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1686789-7bd5-4f05-b1ea-50781d2d86ee · outbound

This paper cites MathPrompter: Mathematical Reasoning using Large Language Models.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies MathPrompter: Mathematical Reasoning using Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:12.152009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e8a5068-3fd5-4eb3-9710-5e327d731dda · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Explaining and Tuning Transformer-based LLMs in Arithmetic Tasks with Human Strategies BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-01T18:53:09.273554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.