Paper Citation Record · LEDGER

PRAGMA: Revolut Foundation Model

As of 12 August 2026, this Paper Citation Record lists 19 of 19 outbound references and 2 inbound Pith citation observations for arXiv:2604.08649.

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

pith.paper-citation-record.v1
2604.08649 v1

Coverage vector

measured 19 of 19 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T17:37:04.381074Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-14T14:20:31.973609Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-02T07:36:45.302212Z

Reference resolution

19 of 19 outbound references displayed

verified exact17
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7e2cd0d-4184-47b5-b43b-2a017a0e59a6 · outbound

This paper cites BEiT: BERT Pre-Training of Image Transformers.

PRAGMA: Revolut Foundation Model BEiT: BERT Pre-Training of Image Transformers

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-13T11:50:11.580126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 43fb4ddb-3fe2-4a26-928a-011724b95aa5 · outbound

This paper cites Your Spending Needs Attention: Modeling Financial Habits with Transformers.

PRAGMA: Revolut Foundation Model Your Spending Needs Attention: Modeling Financial Habits with Transformers

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-08-11T02:18:17.240670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 18b65a53-5e44-4c41-9285-2a563018490c · outbound

This paper cites NV-Retriever: Improving text embedding models with effective hard-negative mining.

PRAGMA: Revolut Foundation Model NV-Retriever: Improving text embedding models with effective hard-negative mining

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T06:30:59.057731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 78e4f2f7-164c-4698-9a96-cd31b573a0a5 · outbound

This paper cites NV-Retriever: Improving text embedding models with effective hard-negative mining.

PRAGMA: Revolut Foundation Model NV-Retriever: Improving text embedding models with effective hard-negative mining

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T17:40:40.602308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 94d443c4-e8bf-4e0d-adc1-a43e060faa64 · outbound

This paper cites Transactiongpt.arXiv preprint arXiv:2511.08939.

PRAGMA: Revolut Foundation Model Transactiongpt.arXiv preprint arXiv:2511.08939

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:30:59.048209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bacf6bfd-060c-4bba-86fe-c740fe6611a2 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

PRAGMA: Revolut Foundation Model Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:30:58.960027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6a769f9c-cee3-4d25-9c30-ae2fd08cafe1 · outbound

This paper cites TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models.

PRAGMA: Revolut Foundation Model TabPFN-2.5: Advancing the State of the Art in Tabular Foundation Models

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-15T04:14:46.340333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 583e871d-2a81-41c0-90ca-22574225fc2f · outbound

This paper cites Gaussian Error Linear Units (GELUs).

PRAGMA: Revolut Foundation Model Gaussian Error Linear Units (GELUs)

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:30:58.950795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4024f290-696b-49a0-8d8b-f79807e13a03 · outbound

This paper cites TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

PRAGMA: Revolut Foundation Model TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:32:31.510382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 13d9f1ad-333a-465e-889f-596c05e6ddbb · outbound

This paper cites GPT-4o System Card.

PRAGMA: Revolut Foundation Model GPT-4o System Card

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:30:58.984763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b3b939f8-bbb5-43b2-a9e3-38be5f0ecb4f · outbound

This paper cites Mixtral of Experts.

PRAGMA: Revolut Foundation Model Mixtral of Experts

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:30:59.063500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 74c9f55b-249f-47bd-9063-d479d2965fd9 · outbound

This paper cites Scaling recommender transformers to one billion parameters.arXiv preprint arXiv:2507.15994.

PRAGMA: Revolut Foundation Model Scaling recommender transformers to one billion parameters.arXiv preprint arXiv:2507.15994

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:30:58.977902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3c1893ac-f410-4a89-9ac8-1be1d80cfc0d · outbound

This paper cites Muon is Scalable for LLM Training.

PRAGMA: Revolut Foundation Model Muon is Scalable for LLM Training

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:02:52.981675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 62b73013-1cb2-4cfd-a05b-26e57090510b · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

PRAGMA: Revolut Foundation Model RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-05-11T06:30:58.999130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 111f16c6-d455-4b68-95bc-caa657a7ebdd · outbound

This paper cites SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training.

PRAGMA: Revolut Foundation Model SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:30:59.099540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e29cb1ef-932f-4fe1-b6fd-5e02c1335577 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

PRAGMA: Revolut Foundation Model BloombergGPT: A Large Language Model for Finance

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-13T23:19:47.153037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a33b686-2583-479c-9c0c-64c00c33b591 · outbound

This paper cites TransAct V2: Lifelong User Action Sequence Modeling on Pinterest Recommendation.

PRAGMA: Revolut Foundation Model TransAct V2: Lifelong User Action Sequence Modeling on Pinterest Recommendation

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:30:59.085308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6e3969a6-2495-4ed8-899b-dc28b04204a2 · outbound

This paper cites FinBERT: A Pretrained Language Model for Financial Communications.

PRAGMA: Revolut Foundation Model FinBERT: A Pretrained Language Model for Financial Communications

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:30:59.070198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dc7bbea6-d6d0-4520-b05a-7819cecf9465 · outbound

This paper cites Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations.

PRAGMA: Revolut Foundation Model Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:39:33.082504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 11407ea4-312d-453e-9870-14c05e608613 · inbound

Scaling Laws for Behavioral Foundation Models over User Event Sequences cites this paper.

Scaling Laws for Behavioral Foundation Models over User Event Sequences PRAGMA: Revolut Foundation Model

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-02T07:36:45.303688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a7dc8d1-5518-4206-b896-b4d3176f1044 · inbound

A Foundation Model for Multimodal Event Sequences in Financial Applications cites this paper.

A Foundation Model for Multimodal Event Sequences in Financial Applications PRAGMA: Revolut Foundation Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T14:20:31.973609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.