Pith. sign in

Paper Citation Record · LEDGER

Modes of Sequence Models and Learning Coefficients

As of 18 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 1 inbound Pith citation observation for arXiv:2504.18048.

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

pith.paper-citation-record.v1
2504.18048 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:33:12.159400Z

measured 73 of 73 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T03:20:09.365073Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T11:36:55.220997Z

Reference resolution

72 of 72 outbound references displayed

  • verified exact1
  • verified fuzzy35
  • unresolved35
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d92e35cd-fb06-434a-8273-68cf4f8cccd7 · outbound

This paper cites write newline.

Modes of Sequence Models and Learning Coefficients write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.811733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.811733Z digest=sha256:d5b0a18f3d3a8abb8409042eb1d09a1c2a28257195ba9ad4de4864d7a5d0a29d

Observation f4c64661-19a2-4c48-9734-95009f4c3a67 · outbound

This paper cites @esa (Ref.

Modes of Sequence Models and Learning Coefficients @esa (Ref

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.817359Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.817359Z digest=sha256:2d3989f74a51da863d926aa574dc184390a1a1817e532e5bc602de4945a8b364

Observation 6469293d-ef52-47b5-8aff-4a01b33d4b5d · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.822271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.822271Z digest=sha256:bd3afd5e655d4087c91bc6f2149339473124ffd7f2fe6b210fd8cb3238256316

Observation 6bcc1f58-ce34-4794-9aff-4e07309cf70a · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:13.158819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.827725Z digest=sha256:85f044f27afa8ecddfd1ffb3829b44801477ff6f201ea059f2343c96a634fca3

Observation c3085bfa-0b6b-45d8-936c-0c78101626a6 · outbound

This paper cites Information Geometry and Its Applications: Convex Function and Dually Flat Manifold, pp.\ 75--102.

Modes of Sequence Models and Learning Coefficients Information Geometry and Its Applications: Convex Function and Dually Flat Manifold, pp.\ 75--102

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.143548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.833447Z digest=sha256:50493c5aae458b368f3ed2929a62f74765bcb5d32ab7b112f1b1b7a3fdaa6e01

Observation 972aaec8-b4e5-43a5-8b58-c2454a68f130 · outbound

This paper cites Information Geometry and its Applications.

Modes of Sequence Models and Learning Coefficients Information Geometry and its Applications

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.130981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.837993Z digest=sha256:a876504bb30813e31543ca0329fc9619017e9b9bfbddfd374a1caa4cd9b25afc

Observation a731ba1a-09f6-4d2a-8e27-242054f961c6 · outbound

This paper cites M., and Telgarsky, M.

Modes of Sequence Models and Learning Coefficients M., and Telgarsky, M

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.117894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.842766Z digest=sha256:d4fd9e45144e27f276f1cc8fe354988088d2e0613ed939d4e89d49f78bbd94a7

Observation b3df7d72-03c6-42ef-af97-824bd8e8e2f2 · outbound

This paper cites J., Kakade, S.

Modes of Sequence Models and Learning Coefficients J., Kakade, S

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.103764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.849194Z digest=sha256:0eca9b2991e94ca9e267535cb7b5cd3640571783a7b2e2dec17d8b00420accbd

Observation af7a6e33-780e-4bc0-805b-df03798041eb · outbound

This paper cites Consideration on the learning efficiency of multiple-layered neural networks with linear units.

Modes of Sequence Models and Learning Coefficients Consideration on the learning efficiency of multiple-layered neural networks with linear units

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.090259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.856308Z digest=sha256:ff0a9057b4c51ba19e4600197a47259619b4f47ae4e745ffcb0aab06edf5565b

Observation a67b90cc-2896-4be8-8392-0067d089ca7a · outbound

This paper cites Studying S mall L anguage M odels with S usceptibilities, 2025.

Modes of Sequence Models and Learning Coefficients Studying S mall L anguage M odels with S usceptibilities, 2025

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.076162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.862040Z digest=sha256:b477e3d80dbd7bde5ca5fb87cf78781b8f181fdded1612bde87be3a287875084

Observation 54be1dd2-3e88-43fc-bdd0-c7a467275f3f · outbound

This paper cites S., Lepage, G., Svetitsky, B., and Wilson, K.

Modes of Sequence Models and Learning Coefficients S., Lepage, G., Svetitsky, B., and Wilson, K

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.060411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.868029Z digest=sha256:8317340dd04e24de58c916f42b330c3489f0c4755f7a5609ebabd26125f9410b

Observation 96ee4ef0-48a4-40a3-9db5-8ab979ed7fed · outbound

This paper cites A neural probabilistic language model.

Modes of Sequence Models and Learning Coefficients A neural probabilistic language model

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.044241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.872827Z digest=sha256:31708150f90201c97800af8355dde2e576dc796083b838f2336a3d032a3b2d92

Observation b6bca39e-f11b-4072-812d-a9b7fae83665 · outbound

This paper cites G., Bradley, H., O’Brien, K., Hallahan, E., Khan, M.

Modes of Sequence Models and Learning Coefficients G., Bradley, H., O’Brien, K., Hallahan, E., Khan, M

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.877477Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.877477Z digest=sha256:6570c83cff61630ac312fcea74790b0784f66c97e314d6932403d6106881dec9

Observation 514ec400-5ce2-494d-be29-bafcf0b1f7a9 · outbound

This paper cites GPT-NeoX-20B: An Open-Source Autoregressive Language Model.

Modes of Sequence Models and Learning Coefficients GPT-NeoX-20B: An Open-Source Autoregressive Language Model

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.881629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.881629Z digest=sha256:cb32c3a4988828cc26fd23412950fd2ea16125e0f886fb53fecbbe5323db9fa7

Observation bb832b0c-6cbd-463a-84ff-317c57640c72 · outbound

This paper cites E ckart- Y oung.

Modes of Sequence Models and Learning Coefficients E ckart- Y oung

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:13.014044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.886824Z digest=sha256:240e9a4593c552af01b78898d37d5c82bc3d630d5875b82d6ab070e6b8e0f440

Observation 3d5d467c-a046-45c6-b7cb-574bb11beef5 · outbound

This paper cites Dynamics of Transient Structure in In-Context Linear Regression Transformers.

Modes of Sequence Models and Learning Coefficients Dynamics of Transient Structure in In-Context Linear Regression Transformers

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.891153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.891153Z digest=sha256:2dad1e4ca527884de52ca6af73a8d3585a77321a8ba0d25a972f0bf0e975f96a

Observation a0b752ac-27bf-4663-8407-096f564e322b · outbound

This paper cites Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition.

Modes of Sequence Models and Learning Coefficients Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.896043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.896043Z digest=sha256:aa9fadf69e2122f6d0981b0af2fe6582271cddf4cb879d7424360a4bbff656e3

Observation a431e4d3-edbe-43b0-ae08-bce069555b36 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.996492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.901440Z digest=sha256:8f6ca1755c61a050a8f8de3a59521c03997e147f0e00b6ce7ee12c37d8436bec

Observation e3722ff6-19f8-4d56-9c22-672a1a6ea2c1 · outbound

This paper cites and Weber, M.

Modes of Sequence Models and Learning Coefficients and Weber, M

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.982062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.906004Z digest=sha256:84f768d7ab424755418b94044e38bcde757ab0fba6fb0ead799d3a5dd5a69270

Observation 49ea1f77-8473-465f-926a-78469a518172 · outbound

This paper cites Identification of almost invariant aggregates in reversible nearly uncoupled M arkov chains.

Modes of Sequence Models and Learning Coefficients Identification of almost invariant aggregates in reversible nearly uncoupled M arkov chains

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.970356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.910364Z digest=sha256:c77dffbff0a2180298b762ab2bfa551f88dbeaf6816b99b55121df5c8275b9c6

Observation d36d0323-643a-4a80-90f7-07c5432f109a · outbound

This paper cites Monology/pile-uncopyrighted.

Modes of Sequence Models and Learning Coefficients Monology/pile-uncopyrighted

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.957384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.914474Z digest=sha256:69c87eeeb857e79c3151987e0ba4ebf400fa8729d888fe3cf8707d0bb8ebd25c

Observation fad09e10-2c10-480d-bacf-213619f63e97 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.943225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.918547Z digest=sha256:b50376dcba49410f73b32ef8fba5b23b97a2ec553fc7ebcdf561dd90ee8d6695

Observation 63c358eb-19bf-4edf-a068-4d3019951677 · outbound

This paper cites and Vidal, G.

Modes of Sequence Models and Learning Coefficients and Vidal, G

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.928400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.924055Z digest=sha256:cf779d83003840fe38bcd6991d7b6f4cfc85a9689665851e836ea60fe20c6d8d

Observation bc5e532e-a957-4939-a648-22657f966834 · outbound

This paper cites HLAT : H igh-quality large language model pre-trained on AWS T rainium.

Modes of Sequence Models and Learning Coefficients HLAT : H igh-quality large language model pre-trained on AWS T rainium

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.911925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.928117Z digest=sha256:4e1fb9dc96d7fd508f76ef12cc66f6abbcb842c8f14fc84d09f6b888623132e6

Observation e9f71d6e-e238-41e3-a4a2-d97583175250 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.898968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.932104Z digest=sha256:f2587ffd83b488f63c53220be7ee80a3fab10a09445c99d915612b6a913f3596

Observation c212e2c1-74ef-49ae-a6e1-ead74f99c502 · outbound

This paper cites An SVD approach to identifying meta-stable states of M arkov chains.

Modes of Sequence Models and Learning Coefficients An SVD approach to identifying meta-stable states of M arkov chains

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.883121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.936150Z digest=sha256:0831716d6662608d6fc71873e3a58e45800cc421841a5c59e8c8eea801a115a0

Observation 71b4d577-90a3-4926-ab4e-c1aba30b303e · outbound

This paper cites The Pile: An 800GB Dataset of Diverse Text for Language Modeling.

Modes of Sequence Models and Learning Coefficients The Pile: An 800GB Dataset of Diverse Text for Language Modeling

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.940694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.940694Z digest=sha256:baef27a0111711fd28f2c4ae3480e359a2416582f7406c462c546cb2e157acc2

Observation cae0c1fe-70d5-486b-a841-1fe3956f79c4 · outbound

This paper cites C., Petrov, T., Kubin, G., and Koeppl, H.

Modes of Sequence Models and Learning Coefficients C., Petrov, T., Kubin, G., and Koeppl, H

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.865824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.944954Z digest=sha256:6d158bf393918878902c526d2eb535c669f02a2ab3edcf1099789e90fa230f8a

Observation 5fdb3636-8f52-457f-94b2-13b6b3b6faad · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.850353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.948877Z digest=sha256:cf3cb73e02aa155dd823421ec59067bfa81c31840d8ad0b360dd8120c3b74ca3

Observation d80734c6-563b-4dfd-bbed-bd19dcd36753 · outbound

This paper cites explanatory.

Modes of Sequence Models and Learning Coefficients explanatory

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.836064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.953153Z digest=sha256:c80d3070bd36a899028ea189f2c949de55b90091b28a8baab6d819d3f8e99865

Observation feea4f25-f3f3-4538-90f3-366172ff3e67 · outbound

This paper cites Loss Landscape Degeneracy and Stagewise Development in Transformers.

Modes of Sequence Models and Learning Coefficients Loss Landscape Degeneracy and Stagewise Development in Transformers

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.957309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.957309Z digest=sha256:3b7825911999f10258d65483fa77716db514089f38920c536af697a9a1997524

Observation 3611f6ee-a82e-4a11-b7d4-b68b9fed0e02 · outbound

This paper cites M., and Zhang, T.

Modes of Sequence Models and Learning Coefficients M., and Zhang, T

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.819561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.962813Z digest=sha256:78a2ee8368fcb8500a7352dea890456fbc88b7d50ea135231c79d9ccff23997a

Observation 4c0d74c0-ac6e-45b7-bb1c-76f1a8f39788 · outbound

This paper cites Universal artificial intelligence: Sequential decisions based on algorithmic probability.

Modes of Sequence Models and Learning Coefficients Universal artificial intelligence: Sequential decisions based on algorithmic probability

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.803846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.968213Z digest=sha256:e3b5e62f480d30d7505341ba067bcfd0e9615993eba9c9793a3efa1cb6783ced

Observation 920f3cec-bcb7-44c6-8f97-90f04e96415a · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.788546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.973460Z digest=sha256:65e3c6b5955af96773716b245a57e225b48c4b5d428b54f090a4bd6fdbf06cc3

Observation dbf92479-788d-440b-a118-774acaa52a0f · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.978034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.978034Z digest=sha256:f1e629b9f513bfa4b0ca39c3c9978a36a63bc0d0815a6ae2b3e3ce7b792ae309

Observation 907bfec4-ca86-4d9b-a0a7-bd7cf43285c0 · outbound

This paper cites SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing.

Modes of Sequence Models and Learning Coefficients SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.983870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.983870Z digest=sha256:53c79f797cb6f70d832973ad0be9ea4f98e9b502b828f6537a828d79d0835418

Observation 705d1f54-78e9-4cc7-b28b-3d0ec5af961f · outbound

This paper cites The Local Learning Coefficient: A Singularity-Aware Complexity Measure.

Modes of Sequence Models and Learning Coefficients The Local Learning Coefficient: A Singularity-Aware Complexity Measure

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.989480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.989480Z digest=sha256:b4fc43918773607ee7ce9e4dd00b746e75e18f7f1554a66758b227622b210bf0

Observation b0cf0ff7-27dd-4433-908e-f82f8e14e266 · outbound

This paper cites You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation.

Modes of Sequence Models and Learning Coefficients You Are What You Eat -- AI Alignment Requires Understanding How Data Shapes Structure and Generalisation

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:11.993624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:11.993624Z digest=sha256:8e72d35c2fa846bc3bdb798acae7e5a386b2cc0b8d5bc2a6b1240ba94bf2e8e3

Observation a71a9f05-8e47-485b-832a-d46e80653476 · outbound

This paper cites and Nave, C.

Modes of Sequence Models and Learning Coefficients and Nave, C

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.766460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:11.998590Z digest=sha256:ce9cf1b74a7b6ec4201cf81a42300089524fbf779e91e40449407d42952e7850

Observation 8647b6cb-89fb-4564-8cd2-00b6bddbf47c · outbound

This paper cites Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP.

Modes of Sequence Models and Learning Coefficients Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.005048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.005048Z digest=sha256:de0ead0c05460ffdc0e7a5d66aac7bf047ce2c97b321ea614c49457d88f13217

Observation 86c1dac7-c517-42df-8999-ca7d6324fa0b · outbound

This paper cites Efficient Estimation of Word Representations in Vector Space.

Modes of Sequence Models and Learning Coefficients Efficient Estimation of Word Representations in Vector Space

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.010780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.010780Z digest=sha256:da7648926296c8f708d32e54ad5c228293eddd2c42348a9af6ff6edc83d450be

Observation 11dd7dbe-d957-481f-ab19-8cdda0017b7d · outbound

This paper cites S., and Dean, J.

Modes of Sequence Models and Learning Coefficients S., and Dean, J

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.748106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.017955Z digest=sha256:21627d28508bf8a8c5ffd8ed15af174cd94ead81a5f94a5c4301ef445d809e97

Observation cb863759-fa3a-4513-8cc8-518f4e54d9e9 · outbound

This paper cites Pattern theory: a unifying perspective.

Modes of Sequence Models and Learning Coefficients Pattern theory: a unifying perspective

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.734070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.023628Z digest=sha256:0ccf5555f46d2f0543bf4a344f1c800e29fbfb66e04a4adf0f48976d4878bc3b

Observation 1b8cedfc-3efc-4519-89ed-03c3dcd024e2 · outbound

This paper cites Low-Rank Tensors for Multi-Dimensional Markov Models.

Modes of Sequence Models and Learning Coefficients Low-Rank Tensors for Multi-Dimensional Markov Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.030665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.030665Z digest=sha256:9ea0e74a61e4b7d08db439c556990040d4ecf51cc3c4c463ece4da21a92cf54d

Observation b1df31e5-706f-42ce-870a-2427704df050 · outbound

This paper cites On the realization of hidden markov models and tensor decomposition.

Modes of Sequence Models and Learning Coefficients On the realization of hidden markov models and tensor decomposition

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.718150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.036836Z digest=sha256:c93eddce33ccd389df0bc0870e7e7985e4037ceb1d316467c4c0d1526ae24dbb

Observation 90b97c50-ad97-4bff-b7b1-928652bd0833 · outbound

This paper cites and Faccioli, P.

Modes of Sequence Models and Learning Coefficients and Faccioli, P

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.702961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.042735Z digest=sha256:a0a524cb89d2dd1b7f12373b92dac890277dfad192b9321ee8b98f91bea2563b

Observation 152f6669-8dae-4ad1-8bf9-f4b816862476 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.049529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.049529Z digest=sha256:1cc18b242911ed0f439262eaa4b9aba972dea8e3c155eeb5688e65a1f68a5b61

Observation fb65b450-0fbd-4ec1-8151-a9bdbe22e9ac · outbound

This paper cites Future lens: Anticipating subsequent tokens from a single hidden state.

Modes of Sequence Models and Learning Coefficients Future lens: Anticipating subsequent tokens from a single hidden state

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.056104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.056104Z digest=sha256:74316578f852e782c83558ae8a95600f42f2b7d326992c95cebbeee9ae9c8cf7

Observation bc673fb7-2cc8-4f67-b120-e2cff921d11a · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.062179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.062179Z digest=sha256:58bb0e96ffa618b056ce93759cdfe326a6a0fdf16cdab12c03e8d4f339b038a4

Observation c37e2503-6b74-4899-ba9b-58c1a9948ca0 · outbound

This paper cites Formal Algorithms for Transformers.

Modes of Sequence Models and Learning Coefficients Formal Algorithms for Transformers

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.067375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.067375Z digest=sha256:2fbb569cd1f8848a57c8279d628e27990d9dec7824bac0bcfd7155b53bf2e9f4

Observation 40a44333-76db-480f-bca4-252ece7e929d · outbound

This paper cites Renormalization and effective lagrangians.

Modes of Sequence Models and Learning Coefficients Renormalization and effective lagrangians

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.676237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.073659Z digest=sha256:9ca2b6456fb0264021f9094c16971a3c454f23bc7c3c2fa0e3a5f28480cc9262

Observation 9f1781f2-ff72-47a2-8ce5-a0849bbaf467 · outbound

This paper cites and Simon, B.

Modes of Sequence Models and Learning Coefficients and Simon, B

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.664328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.078195Z digest=sha256:c8cc4073fb5711fc95c6cbcb57493a203e77aa21b29214bffb991e2592711548

Observation e758b445-665d-48b7-8229-2af16f1c624b · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.650637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.084278Z digest=sha256:0237a5fd298ce96cbbbf347a434f72639cd651f8251be80f5b34608b840b02c2

Observation f8b2fa14-24f8-482d-8aa6-afdeee171cd8 · outbound

This paper cites How good is your tokenizer? on the monolingual performance of multilingual language models.

Modes of Sequence Models and Learning Coefficients How good is your tokenizer? on the monolingual performance of multilingual language models

Reference 54

Resolution
malformed identifier
no resolver link, observed 2026-08-16T10:33:12.088214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.088214Z digest=sha256:0b3dc5a64038c4ab2740aa62bebb37677eca3f0c79f4400c498157648ae3e409

Observation f9c68cb7-06de-4fd3-a086-03b33af99806 · outbound

This paper cites and Wiskott, L.

Modes of Sequence Models and Learning Coefficients and Wiskott, L

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.636820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.092165Z digest=sha256:4ce9ea2a2cdab2a641967a32bae3ff301e349d3381ee866e02a483e91b5842d9

Observation 00f6e8c7-61b1-4b42-af15-3ab21668472d · outbound

This paper cites Neural machine translation of rare words with subword units.

Modes of Sequence Models and Learning Coefficients Neural machine translation of rare words with subword units

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.095941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.095941Z digest=sha256:1598ddb80a459b0916eda01dd87ebcd43f23014ec24cfefa46b00dd8cd315bfe

Observation 3bf09b36-43ab-45ab-bcef-d6876f31918c · outbound

This paper cites Transformers represent belief state geometry in their residual stream.

Modes of Sequence Models and Learning Coefficients Transformers represent belief state geometry in their residual stream

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.612818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.099814Z digest=sha256:1d9613095f42832c1627e45f7201de135fb3f20e36f097ffc400293e11558c28

Observation f38c413d-2c20-4e87-bdd7-1d3426be7c06 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.103457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.103457Z digest=sha256:c33b176bf1a82688d1707d074d29979b3f9eeb98a0830a47f8eb6702c6eda7a2

Observation c1b0d75a-4451-4633-aa87-ed21a31dba4c · outbound

This paper cites The low-rank hypothesis of complex systems.

Modes of Sequence Models and Learning Coefficients The low-rank hypothesis of complex systems

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.107669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.107669Z digest=sha256:14568d8b15b01fe0b865890fa064c754940031f13a48cdb1fb91d0cc5d95e24b

Observation fbb20c6e-7e47-416c-b055-ec5efc705f72 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.583450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.111574Z digest=sha256:8e4e300bb840dbab1a50c3052fa35668c0cd2086d9ef220c2457555e98dd221a

Observation 317f7e51-3fcc-4935-a5f7-4719c2bc623e · outbound

This paper cites Structure Development in List-Sorting Transformers.

Modes of Sequence Models and Learning Coefficients Structure Development in List-Sorting Transformers

Reference 61

Resolution
verified exact
local_arxiv, observed 2026-08-16T10:33:12.261779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.115370Z digest=sha256:fdfbc26c24a85f7ba35535a670567878749f8c56cdc375753081c3b9e4a94de1

Observation 7ee02bc1-b53d-4aee-a951-dad049f9ec47 · outbound

This paper cites an unresolved cited work.

Modes of Sequence Models and Learning Coefficients Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-16T10:33:12.570821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.118992Z digest=sha256:8ee41d92e7c88b85b46261d4e2c664705d871194fc4cadb331c3308a102e4cc8

Observation 96185357-b4ec-459b-bdc7-25d40115f908 · outbound

This paper cites The generalization phase diagram.

Modes of Sequence Models and Learning Coefficients The generalization phase diagram

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.557031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.122524Z digest=sha256:40056ee3cadb542c238c7d5a991257781a2d3f72b95ee2c497d1abf7376f151c

Observation 6f2970ae-8045-442b-acda-3671f23200d8 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Modes of Sequence Models and Learning Coefficients N., Kaiser, ., and Polosukhin, I

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.126304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.126304Z digest=sha256:17d8acaa5d1fffc96e59352c0d81aa5470579d6a0fdc0092ce75803ee2585bce

Observation a8b64832-1f11-4fd6-bcf3-701c44216dcc · outbound

This paper cites Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient.

Modes of Sequence Models and Learning Coefficients Differentiation and Specialization of Attention Heads via the Refined Local Learning Coefficient

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.129954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.129954Z digest=sha256:f5832723e71b5ca715bafc8216165a6a6f0a0b2d37545d62e6275ece8a40cc7c

Observation 44d8540d-e2f2-420d-9f6c-b32da07a1cce · outbound

This paper cites Algebraic Geometry and Statistical Learning Theory.

Modes of Sequence Models and Learning Coefficients Algebraic Geometry and Statistical Learning Theory

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.533832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.134220Z digest=sha256:f280ab1be306527cdded03574b3f1af11fb852a4ec8a75a166fdbcaded83b637

Observation cfbf99a8-c018-4fda-bd09-623c91961c66 · outbound

This paper cites A Widely Applicable Bayesian Information Criterion.

Modes of Sequence Models and Learning Coefficients A Widely Applicable Bayesian Information Criterion

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.515519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.138904Z digest=sha256:d91adcad467f342a559b86472f2e8a0a025e123b7fa0686ae614bdb047411181

Observation 28f2335b-36f0-4025-a774-75d16775bbad · outbound

This paper cites Mathematical Theory of Bayesian Statistics.

Modes of Sequence Models and Learning Coefficients Mathematical Theory of Bayesian Statistics

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.499330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.142749Z digest=sha256:0f3c60fb58c2a7c24124c49e5f0386294ef4c21649e91727a99fbface9a8cec6

Observation 169650a8-4a89-4ca7-a1b2-e144b3375990 · outbound

This paper cites and Teh, Y.

Modes of Sequence Models and Learning Coefficients and Teh, Y

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.484405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.147309Z digest=sha256:0d56dd149748af91e1733704b8db237441deb85e8c494415c56b4d9725f3bea0

Observation 5b674995-f699-4c4c-aa4f-bd27fbf446a1 · outbound

This paper cites X., and Levine, L.

Modes of Sequence Models and Learning Coefficients X., and Levine, L

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.470767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.151248Z digest=sha256:a5a8d4fee8ee53833e570b93fa83f77c74c7b8571fd566fd8e7cd1327837aea6

Observation 6553af99-6a6b-483d-9428-f29cb7b7f38b · outbound

This paper cites PyHessian: Neural Networks Through the Lens of the Hessian.

Modes of Sequence Models and Learning Coefficients PyHessian: Neural Networks Through the Lens of the Hessian

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-16T10:33:12.155174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T10:33:12.155174Z digest=sha256:8ae553555be4f413ce5d7d201f2cf7b8bb0a5eb09152f64732328dfcc4faec8b

Observation 7dcbceca-75f2-46bb-ab98-3bf17c74562b · outbound

This paper cites and Wang, M.

Modes of Sequence Models and Learning Coefficients and Wang, M

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-16T10:33:12.457639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-08-16T10:33:12.159400Z digest=sha256:29398cc852e5ca90fdcb14f7a737c9b1d4e07d0ae889e5655610c754e95a5da8

Pith citing papers

Observation f6d89fe1-a61e-4a24-a6e0-5246df231ae0 · inbound

Dead Directions: Geometric Singular Learning cites this paper.

Dead Directions: Geometric Singular Learning Modes of Sequence Models and Learning Coefficients

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-02T11:36:55.222304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=arxiv_source observed=2026-06-28T03:20:09.365073Z digest=sha256:34d27dcaacff1acf1ef71ecae0fa48702d12faaef5a3fa237edb6d0b0ddbb481