Pith. sign in

Paper Citation Record · LEDGER

Looped Transformers as Programmable Computers

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2301.13196.

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

pith.paper-citation-record.v1
2301.13196 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:07:54.817234Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 39cffa1d-c4ba-48e0-89ab-eeead4dc20d2 · inbound

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution cites this paper.

CRUXEval: A Benchmark for Code Reasoning, Understanding and Execution Looped Transformers as Programmable Computers

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-05-14T20:57:16.359082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-14T20:57:16.327963Z digest=sha256:98c10e8446b8bf1d647c2e7c3f7c84caf3b38464489d534013a19e5b7e0e3211

Observation e81aff0e-10ba-4a11-a325-4f2807ad109b · inbound

Massive Activations in Large Language Models cites this paper.

Massive Activations in Large Language Models Looped Transformers as Programmable Computers

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-05-16T07:02:53.846090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-16T07:02:53.740597Z digest=sha256:600acd96b08d6256dc1abcad9389a7ab1e7b8ace9f2eb0a3f82e28040e8e6df1

Observation 658da0f6-1faf-4d51-bd86-f445dcb54350 · inbound

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code cites this paper.

LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code Looped Transformers as Programmable Computers

Reference 97

Resolution
verified exact
arxiv_id, observed 2026-05-10T17:34:43.098175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-10T17:34:42.565806Z digest=sha256:92cf125277a817e0fc230dadf087c26518af89aff0a2877ff195c249dade3962

Observation 81d576bc-4f69-483a-b316-dd2e89164723 · inbound

StagFormer: Time Staggering Transformer Decoding for RunningLayers In Parallel cites this paper.

StagFormer: Time Staggering Transformer Decoding for RunningLayers In Parallel Looped Transformers as Programmable Computers

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-10T14:07:54.817234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T14:07:54.817234Z digest=sha256:ad89ed487d0bf904d3f13e75826f4728ab0a1f61a2df758f3239a371c9d99d1a

Observation 28546185-d62e-4537-a937-0b376b7029c8 · inbound

Code Simulation as a Proxy for High-order Tasks in Large Language Models cites this paper.

Code Simulation as a Proxy for High-order Tasks in Large Language Models Looped Transformers as Programmable Computers

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-09T04:32:42.264753Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-09T04:32:42.264753Z digest=sha256:47794979858b4272bbb1203b0073c2c09fc686ea5b234babe281e5fecb95833c

Observation b0e12ecd-7b67-40c5-86ff-e3a90b1832f1 · inbound

TabICL: A Tabular Foundation Model for In-Context Learning on Large Data cites this paper.

TabICL: A Tabular Foundation Model for In-Context Learning on Large Data Looped Transformers as Programmable Computers

Reference 180

Resolution
verified exact
arxiv_id, observed 2026-05-20T13:35:02.138653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-20T13:35:02.018244Z digest=sha256:e8fef050fca39c52e477c7db0779763b0525dea65a560b40ceb263fd85b2e488

Observation eab5c36f-fe98-4f2c-bcff-6ba8c90afe1e · inbound

Training Transformers as a Universal Computer cites this paper.

Training Transformers as a Universal Computer Looped Transformers as Programmable Computers

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T23:36:39.011239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-07T16:36:19.729400Z digest=sha256:441de9ffb70fee6dab78394278316f122ec589d31910da7d0058956db5f8a2fd

Observation f0d29c65-16a9-4e77-9e17-888444f3caf3 · inbound

State Stream Transformer (SST) V2: Parallel Training of Nonlinear Recurrence for Latent Space Reasoning cites this paper.

State Stream Transformer (SST) V2: Parallel Training of Nonlinear Recurrence for Latent Space Reasoning Looped Transformers as Programmable Computers

Reference 14

Resolution
verified exact
arxiv_id, observed 2026-05-11T15:11:08.143264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-09T20:29:20.805599Z digest=sha256:1d776ebf062a45b9d9a06d0329a9e55c7a81f56fe530b834557728e7ec0bb281

Observation 6d1738d5-69a3-4970-b69e-ae71419ad84c · inbound

SMolLM: Small Language Models Learn Small Molecular Grammar cites this paper.

SMolLM: Small Language Models Learn Small Molecular Grammar Looped Transformers as Programmable Computers

Reference 67

Resolution
verified exact
arxiv_id, observed 2026-05-11T19:01:17.342040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-05-08T12:57:47.721361Z digest=sha256:ce924638eeec82b3bc9ec20d20d23aaabae3c93cec41d2b2179e68eca51126a7

Observation 9a90e21d-a795-4f58-8465-c23a922fba83 · inbound

Fixed-Point Masked Generative Modeling cites this paper.

Fixed-Point Masked Generative Modeling Looped Transformers as Programmable Computers

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-06-28T23:22:47.314020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-28T23:18:27.050697Z digest=sha256:c6e17301fc54b7cc8361048c572848ec5581626a794de030432303acc8fb299c

Observation 53624d91-84a1-4428-bdd1-071df4dbfc48 · inbound

Tight Sample Complexity of Transformers cites this paper.

Tight Sample Complexity of Transformers Looped Transformers as Programmable Computers

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-07-02T23:57:29.152243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-27T17:33:48.373948Z digest=sha256:a6529f379b22fee070d5557b4d725583e83ded2e6ac407c0cc1b3799c2a3dca1

Observation c0a112ac-baf4-45bf-a36f-68690014c874 · inbound

Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping cites this paper.

Stabilizing Extrapolation in Looped Transformers via Learned Stochastic Stopping Looped Transformers as Programmable Computers

Reference 11

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T07:34:21.676462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T07:29:23.786653Z digest=sha256:6ef160aadb60d8c2452c67fbae0206cb13b194db60787b9a2662b4f99d324435

Observation 65d9c437-5663-44df-a1ac-d13d926b25ce · inbound

Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts cites this paper.

Adaptive Depth in Looped Transformers: Diagnosing Learned Halting Gates and Trajectory Readouts Looped Transformers as Programmable Computers

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-02T08:13:28.826624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T08:13:28.826624Z digest=sha256:cb46ba6f08410cb76f2ad665ddced8c6f27b7cbf6382326eb2ec74a6611e9f01