Paper Citation Record · LEDGER

Improve Language Model and Brain Alignment via Associative Memory

As of 23 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2505.13844.

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

pith.paper-citation-record.v1
2505.13844 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:13:39.304276Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

56 of 56 outbound references displayed

verified exact5
verified fuzzy2
unresolved49
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4644df70-acc8-4387-a23d-a80b4d317b1d · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 1

Resolution: verified exact; doi, observed 2026-08-15T20:13:39.551632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cc23bdb9-45c1-42f6-a936-33ad7cc0e512 · outbound

This paper cites GPT-4 Technical Report.

Improve Language Model and Brain Alignment via Associative Memory GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:37.915086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a218015-81ac-4b81-a3d2-c49381fb2a84 · outbound

This paper cites Brain2Word: Decoding Brain Activity for Language Generation.

Improve Language Model and Brain Alignment via Associative Memory Brain2Word: Decoding Brain Activity for Language Generation

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:13:39.945213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a30b216f-4fee-4497-a70c-c814616b3790 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.977923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c5a5eda3-0125-4baf-b416-f9591b814ae3 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.898307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6580f996-e876-4860-9615-aa5bc4dea70e · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.809571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9d536e38-aaa8-4e8c-999c-5d119ad758bf · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.708740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fd282018-def3-451c-bfbc-52d791aaa6b0 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.598496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ef1acf33-1e0c-49c2-af8f-fc49036e9940 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.582189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c31e8c31-4f27-40cc-afb9-d12b591a4dd6 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.364665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d0c903f5-de26-463b-9e2d-e206f6d979f3 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.348119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ad09ec37-85b6-4f09-85e0-323dc3a70cc6 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.234362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f3444593-89eb-4b84-9ea1-d8e5f90a000c · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.216834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 242b8fcd-28b6-4fd1-acc1-240e9d006b44 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.199480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c2825e3b-1074-4a8f-880e-7dcace6b81bd · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.120507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 41aee451-9c18-4ed0-988e-21ec980cd123 · outbound

This paper cites Chang, Erik Edwards, Srikantan S.

Improve Language Model and Brain Alignment via Associative Memory Chang, Erik Edwards, Srikantan S

Reference 16

Resolution: verified exact; raw_fallback, observed 2026-08-15T20:13:39.864557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f1fdab46-1de5-419a-a727-63de6fcd03a7 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.194326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1fe72ab-eefd-478d-9a35-394501fe8b3b · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.101162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e6b574f7-34d3-4e45-a11a-fdf68682dc50 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.204460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 116019da-a5cb-47c7-968d-57f8f6bddb6b · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:42.084469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e5e7cb9f-54c2-486c-a249-c768bb5f7818 · outbound

This paper cites Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention.

Improve Language Model and Brain Alignment via Associative Memory Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-08-15T20:13:39.758929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9d7ff10a-04e2-488b-b486-6a75fc71f4c4 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.308765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa530803-0bc2-42d3-b042-70362f38ff1d · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.951019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4c5ed7f0-6dca-4eca-83c9-4e11a37fe602 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.934691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ecaca1d2-7bb8-4ad6-9f11-9684ed724ff2 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-15T20:13:39.456821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 54cd896f-447d-42f3-9d0a-3223738db044 · outbound

This paper cites u nt \"u rk \.

Improve Language Model and Brain Alignment via Associative Memory u nt \"u rk \

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:13:41.835375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c6cc24f0-9401-4199-bb85-3d2e8e5a3d01 · outbound

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

Improve Language Model and Brain Alignment via Associative Memory LoRA: Low-Rank Adaptation of Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.387527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ffa3835-1ad5-4a2a-9bf7-a5f3ee25247d · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.453079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfaea21-7e72-4eef-9508-b99e769aef56 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.763921Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 208180f0-4cf5-4526-b9e9-e3760998494d · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.562764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 113a32a8-dc5c-455e-868b-9e2f60285b9e · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.545381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 73f0025c-43ec-4955-90cb-868fc15cdb0c · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.390770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 13d22064-cd08-480f-a85f-849d2f0ab3b1 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.538628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11de316b-f6e8-44f7-b6ed-3fa6b4f4c13d · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.361774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c8331c90-6587-4f64-86bc-62726f884e83 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.218811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0d8a286f-65d6-4041-be02-da878ae3308c · outbound

This paper cites A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories.

Improve Language Model and Brain Alignment via Associative Memory A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.591531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52f62fe4-eaa5-4223-8da6-579abd4db351 · outbound

This paper cites Improving Semantic Understanding in Speech Language Models via Brain-tuning.

Improve Language Model and Brain Alignment via Associative Memory Improving Semantic Understanding in Speech Language Models via Brain-tuning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.682605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9baa820e-a22d-4555-9846-23aca2fdd4e7 · outbound

This paper cites narratives.

Improve Language Model and Brain Alignment via Associative Memory narratives

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:13:41.124749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 75e27b0f-5b10-4869-a695-df90ab89bb14 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.106375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cb2efaa7-9065-46c5-b08a-cc818915fff9 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.733314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa824b87-949c-45e2-8e99-558d8b8e6801 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:41.012484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6b345cad-5a06-4ecf-80ce-631a96e2675e · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.827281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb79e233-b7ba-4850-87de-4e75a1518f09 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:40.879327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d7667941-3597-4a9e-99a5-59eb02466fd8 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.842018Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cfd399e-fd40-46cb-b5ec-e06eaa6fa121 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:40.776569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 597a6b07-a34d-4fee-a689-85219320bc03 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.963170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fc3af1e-52c5-4d69-865f-b5bcc1c1dd27 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:40.453158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e82514a2-3af8-4707-998b-ae62d0d0bf3e · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:40.376218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3fecc6e-0342-4a4d-9845-145a66fb3d15 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:38.979910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4bae863-996d-4a40-8fa0-1bfe9882c79e · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Improve Language Model and Brain Alignment via Associative Memory Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:39.040383Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8b2e8d8-ba29-4ac1-b4a5-6aa9fcb300d6 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:40.185316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation cd6fc611-3730-4f84-94e7-c0abaf8c6a4c · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:39.170503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 899554fa-0cee-41ca-843e-03adb0b8ca05 · outbound

This paper cites an unresolved cited work.

Improve Language Model and Brain Alignment via Associative Memory Unresolved cited work

Reference 53

Resolution: unresolved; raw_fallback, observed 2026-08-15T20:13:40.119865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 82da0408-eb2b-4e2e-be0c-10273daff301 · outbound

This paper cites Emergent Modularity in Pre-trained Transformers.

Improve Language Model and Brain Alignment via Associative Memory Emergent Modularity in Pre-trained Transformers

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:39.291747Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1b2bae1-395c-4ad9-ae3c-3b2afcddf4c2 · outbound

This paper cites URL: " 'urlintro :=.

Improve Language Model and Brain Alignment via Associative Memory URL: " 'urlintro :=

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:39.297954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 601ee383-69a9-4f76-9b1d-708d1ca0fe2d · outbound

This paper cites write newline.

Improve Language Model and Brain Alignment via Associative Memory write newline

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-15T20:13:39.304276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.