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Paper Citation Record · LEDGER

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion

As of 25 July 2026, this Paper Citation Record lists 20 of 20 outbound references and 2 inbound Pith citation observations for arXiv:2605.07013.

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

pith.paper-citation-record.v1
2605.07013 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-11T01:14:39.578352Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-07-24T06:31:00.690269+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-02T13:01:21.252611Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T12:15:01.137692Z

Reference resolution

20 of 20 outbound references displayed

  • verified exact2
  • verified fuzzy18
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e06a7812-6340-430a-a5b6-7dc249309cb1 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Advances in Neural Information Processing Systems , year=

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.689602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:7f22c77e8618376b0986ac181a1a4f3ffce73903692930150028f9fdc35d1cd5

Observation 4649a32b-ce73-4951-a9c0-76be4447a931 · outbound

This paper cites International Conference on Learning Representations , year=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion International Conference on Learning Representations , year=

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.713747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:032bcef039916f18f12008a6db8b482e59a12d63e3badced44d1163ded76a3e8

Observation f8106e11-9f90-4a4f-928a-03420854c455 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Advances in Neural Information Processing Systems , year=

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.748636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:2c88326fc1c9edcce9688dd2d5423c17ace321325553b10e4d964550003d92b4

Observation 7fcddc84-c9b7-4e18-813e-971b97352e41 · outbound

This paper cites International Conference on Learning Representations , year=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion International Conference on Learning Representations , year=

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.705819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:933051dd6cef54b85ea798d4ac14e80c21ecbaf22fbcf00a717fe84a07b35dc8

Observation 58dfa1e1-d050-41a3-bf65-e9b6eedae199 · outbound

This paper cites Advances in Neural Information Processing Systems , year=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Advances in Neural Information Processing Systems , year=

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.698205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:525410bf059d7469f7ca365902f3e021604109ece6d2035e329e0feae3ffd848

Observation c78df454-ad2b-4795-99fe-6efc7e68ce50 · outbound

This paper cites International Conference on Learning Representations , year=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion International Conference on Learning Representations , year=

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.752300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:cd5b251f7722d756f85496ecdb242c1f0194264193d2aa9e1d0e0d08ba941a18

Observation db4572ca-9eec-4a23-83a7-5353b4af42ce · outbound

This paper cites 2022 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2022 , eprint=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.721999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:0900f9d0817a256dc09a718d98bdfe4f8c662bff5804c222f62659edd85f0834

Observation 6d247bc2-0854-4491-a083-d309e62a4598 · outbound

This paper cites 2023 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2023 , eprint=

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.718142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:2106737899ce949fc4db3eab92a0d0705def5bc06dbfb621b9d7df6f27a254ed

Observation 53268794-6309-465f-9360-a9ce004013e7 · outbound

This paper cites 2024 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2024 , eprint=

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.729657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:cabd25da78cf03384b381542827797a14b5ab20b199e0a1302198d64fa831e8a

Observation 84d81451-3d78-419b-8da2-3d2538e398d5 · outbound

This paper cites 2025 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2025 , eprint=

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.709801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:761d9d90e5a2c177c496e7503e2fb594b6e1eaca650f96a806034cf1ecc778ee

Observation 892a48d0-9e29-4e33-92d2-95096c7e6fe1 · outbound

This paper cites 2025 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2025 , eprint=

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.694136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:bd437fde746aef6c4b53972ce7f80b7f046641accf59c7b86692d85ab17f6933

Observation 69caff6b-b298-4e33-a61b-c206d21fea56 · outbound

This paper cites 2025 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2025 , eprint=

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.725866Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:28e01cbfcea8431fbaaf1128c604786b91f0798a9846f459f429f4526530068d

Observation add827ad-67d8-4550-b339-797950c09df8 · outbound

This paper cites 2026 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2026 , eprint=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.740933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:0262dd67ce3a556b39e8ac8621e5f73465fc22f6929b66f7f8125d66afbcc926

Observation 2329d88b-cce2-4536-972f-e7131be3bc35 · outbound

This paper cites 2026 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2026 , eprint=

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.744901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:c8ba6cd4e992539375ccd5d3035ffc0a7e5942c0ad9d42ba69e1879d40645827

Observation b410dc4d-e25e-4191-b2b2-c98bacd9aca8 · outbound

This paper cites 2026 , eprint=.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion 2026 , eprint=

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.733426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:344803b859d7fbee02a26c30608936c650fa39fb612184072518150ce0e2d061

Observation 7cbeaa26-6171-4693-b6d0-0641ec86fd3a · outbound

This paper cites Categorical flow maps.arXiv preprint arXiv:2602.12233.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Categorical flow maps.arXiv preprint arXiv:2602.12233

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-05-11T04:35:58.166072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:26c413e3e4b77a414504dac237365de1cf1d5c9ae127f761849bff5b67822687

Observation 0ff744cc-0a81-491a-9502-7d31f6548a20 · outbound

This paper cites Noise Scheduling as Information-Guided Allocation in Diffusion Training.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Noise Scheduling as Information-Guided Allocation in Diffusion Training

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-28T02:04:14.894004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:3d73639fbdb8e9eabfd66c2e22251d7f8b6d6d0133b39439eb332634b6af5db8

Observation f7aad2e9-c5b5-442f-bc24-d2ee23d64759 · outbound

This paper cites Advances in Neural Information Processing Systems , year =.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Advances in Neural Information Processing Systems , year =

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.702399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:43c602b85ee406664c5dc3d10452ed2d546b5e3dc67c3a39fabf60aeb920b81f

Observation 41648a5f-63b8-4f2c-9d9d-cf17813b107e · outbound

This paper cites arXiv , year =.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion arXiv , year =

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.736683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:d3281ffb3a98181e88b2bd708c13e31de5467c430b96cd99cb3f36ec3c0081c4

Observation 7475f316-e8d2-4647-99d2-2430b1242129 · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , series =.

Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion Proceedings of the 41st International Conference on Machine Learning , series =

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-14T17:17:28.686038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=arxiv_source observed=2026-05-11T01:14:39.578352Z digest=sha256:eee017d4ddf5a5f642d1c6af12fe599bb20671bfb14e4c218119a47fc8e76e3f

Pith citing papers

Observation 3160444b-01f6-4444-8648-f8bc38b9b3e8 · inbound

Continuous Language Diffusion as a Decoder-Interface Problem cites this paper.

Continuous Language Diffusion as a Decoder-Interface Problem Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-06-27T18:31:07.711345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-06-27T18:27:10.422343Z digest=sha256:fbaffa4ccbcb36681de8a8a8bb4c31cf094f3b71d55f13187c0e9823cc780d32

Observation dec293e1-94b8-4375-bd98-76ea537a62fb · inbound

Self-conditioned Flow Map Language Models via Fixed-point Flows cites this paper.

Self-conditioned Flow Map Language Models via Fixed-point Flows Towards Closing the Autoregressive Gap in Language Modeling via Entropy-Gated Continuous Bitstream Diffusion

Reference 1

Resolution
verified exact
local_arxiv, observed 2026-07-02T13:06:58.567931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-24T06:31:00.690269+00:00.

source=pdf_text observed=2026-07-02T13:01:21.252611Z digest=sha256:db164e1f145dd9d881c7a7b95ba6d44d9789bfb91594c828d49cc8d577c21240