Pith. sign in

Paper Citation Record · LEDGER

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

As of 8 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 9 inbound Pith citation observations for arXiv:2506.05754.

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

pith.paper-citation-record.v1
2506.05754 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:20:17.521296Z

measured 68 of 68 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:54:09.448388Z

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

59 of 59 outbound references displayed

  • verified exact2
  • verified fuzzy14
  • unresolved41
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 89f18070-c4fc-4e96-a2fb-a7c0f45f4235 · outbound

This paper cites llvm-cov — emit coverage information.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective llvm-cov — emit coverage information

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.784697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.122422Z digest=sha256:261cbd550fecd56bd6e90a1574233c62f9beade94ef2b0735fc8f35ea8cbca37

Observation 69f1b767-1562-4336-b50d-84318fc30bc4 · outbound

This paper cites Lahiri, and Sriram K.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Lahiri, and Sriram K

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.766431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.129282Z digest=sha256:5117dd3a2b774dd320a5412334a22d82d5bf0e43309f94f86ee6b39ae5133680

Observation 01035a6f-08df-4fed-b29d-4e702cd4b942 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.744541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.134842Z digest=sha256:e379c7e81dc41c98766ba620f984001bbade4820899dd8d01485d2d23ee67126

Observation d2c9704a-7e11-40da-8d28-2bc98514af77 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.725785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.140406Z digest=sha256:a56c490eb1d19351be9a7c78b19ae0901b2f0bfd45cfc78f29c781dbbfb8368a

Observation 4d1cf6ab-4e6e-448f-801d-6d243282fbe6 · outbound

This paper cites Guided Open Vocabulary Image Captioning with Constrained Beam Search.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Guided Open Vocabulary Image Captioning with Constrained Beam Search

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:20:17.824310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.145257Z digest=sha256:5dbdf5230476d9882f74c643942d5d07d990c6c2edeb5606a20332fa3099c645

Observation df6a4b3e-eb31-4ece-aa53-696281689c49 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.706571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.150437Z digest=sha256:574f7a9093c51dce3f470a9a0b22840a87fb76049415a70ca78780a941520d42

Observation 7a75f976-d9cf-4f39-89dd-52ae63de0a34 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.684786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.156978Z digest=sha256:8bbc95c14046c864293acff63d0f7796c6c5967616c84b0ff58591f0a1aee8bd

Observation e4015507-a207-49e8-8827-536bada2fe0b · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.665381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.162260Z digest=sha256:cea7e4c182fa47eb38667c2ca7474b23090e978b5d15baee238ff2c69fcf4970

Observation 34dc126d-5065-4282-bbc4-67a7724fed8c · outbound

This paper cites Evaluating Large Language Models Trained on Code.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Evaluating Large Language Models Trained on Code

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.167301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.167301Z digest=sha256:ab6ed16a901ef902457c2d412028f7d289c875ecc938c7a271bf71f9bb2099c6

Observation 9e59c063-d742-44de-8efa-38ad7aa26f31 · outbound

This paper cites CodePAD: Sequence-based Code Generation with Pushdown Automaton.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective CodePAD: Sequence-based Code Generation with Pushdown Automaton

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-07T10:20:17.767453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.172264Z digest=sha256:0db6487028245a0a18d07510f41f55f2ccbed95dcb15ea5f95a30b8489e70d34

Observation 569d49af-9cb8-4090-899b-058a2d828078 · outbound

This paper cites 2001.Sequential Monte Carlo Methods in Practice.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective 2001.Sequential Monte Carlo Methods in Practice

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.645410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.177748Z digest=sha256:575eb4dca843ccee9e7c87a8c3e5a614204a2213ee4267c490d5d823c058c7dd

Observation 7dad40ad-51ac-4c5d-976b-442bb69f8ee2 · outbound

This paper cites 2010.Probability: Theory and Examples, 4th Edition.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective 2010.Probability: Theory and Examples, 4th Edition

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.623857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.183324Z digest=sha256:6ed7a7e4a14416542cd6abc6907206afc709fe097178edeb278141a611ebebea

Observation dd6cd757-4eae-4e8b-aab7-232b23d4164a · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.604924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.188161Z digest=sha256:b3f891f4e9ff968ec4019a4c1b737abc35407aedf7cc0c034158ad7278ecc890

Observation 7b8a5e3d-9477-4a78-9482-484ba6ad846e · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.583385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.193750Z digest=sha256:8dc659c1935f0a006d02a6d8545219fe2e6cfde817a86500463f43a26b9244c5

Observation aad179ea-77f3-41c0-a0f2-2e0f9d59ec33 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.563985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.198919Z digest=sha256:1cccba84295c1f39bc0669181faad3c6f12cae2ea21972bc33b8edda875c35b4

Observation 65ceae55-adb4-4e60-984f-7ee6287b8ec7 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.540693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.204317Z digest=sha256:f2129c8b83e0605927fec21133ae945cdb3527f6c6a6702bda183c544d252003

Observation 92f01827-820a-427a-8bdb-199d759c50fb · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.512886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.210600Z digest=sha256:e3e2ddd36a2e106442d1be3b7e2b8425e84811be0ca14f817abde7dff452909f

Observation 4614a30b-4b88-4d93-b8d6-df2230ff8903 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.492004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.215322Z digest=sha256:63894d0f54beb5de5535c7cbfb04db4872a4884f550079991c4df6ff474ef69b

Observation 25f19554-0db5-4540-988d-b516a03a1090 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.468881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.220333Z digest=sha256:484cafdf130e2cb4d0f1759869ef4d796d7453d023c49ac517393cc2d1cba530

Observation 62631f4b-035f-4671-bbf6-a8bc64bc5820 · outbound

This paper cites Richard Hipp.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Richard Hipp

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.450875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.225224Z digest=sha256:434a59bf958876f84454bcf14e9d6f4d7305684d921f23fbc93be05c0e76d820

Observation f760b887-85a8-485d-b324-6eac1028138f · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.432457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.230355Z digest=sha256:07c77e194e2c3aef46585eb96d4d333db099610ef72dc16db22b8bcb8f6a19ed

Observation 4dcccd44-76bd-48b1-8bb7-8f9d303ae85c · outbound

This paper cites Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.236508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.236508Z digest=sha256:05d87e3446905762023b96e8a28c391760a523e6e7e7d138874b1a9cb4eb7441

Observation 816aa484-67e1-4637-8aef-50ed96e3bb3e · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.412327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.241501Z digest=sha256:2dfc7b33df891596082a50b1369a0a4c8fdebb8c1fb08a251ad751559b796850

Observation adc333f4-b1bd-4803-8fb3-11272bcd3d2d · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.395480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.247405Z digest=sha256:d5d762df290a3cb94fbc4d644470f84bacc6fbe4b0bad2b137365c875b79c28a

Observation 1c35b2e2-721d-4ad3-a41b-6fc0a68bbb91 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.376644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.252671Z digest=sha256:ade6ab591a9bc58b4976dc716f9ea310a459d09b9c750dfd6453ae7bf503a7b3

Observation 7c456984-fb39-4fbc-9c4a-2242d16568a6 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.358923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.258404Z digest=sha256:f7a44ee353c26162426337e9cda690ff517c5e44c13be8b7166966c50400efb7

Observation 8b5b2b63-1eeb-48e9-9133-ff6cac5b436e · outbound

This paper cites Lew, Tan Zhi-Xuan, Gabriel Grand, and Vikash Mansinghka.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Lew, Tan Zhi-Xuan, Gabriel Grand, and Vikash Mansinghka

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.338599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.266906Z digest=sha256:5287a46885c75ed36e0723bba61f26dcb115bbb263128609bf8d27940c8eecb8

Observation bc17771e-3d81-4bfa-a5f4-8ff6798c5d3f · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.315797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.280396Z digest=sha256:5772001d1446996a7fffdc397516d0f46a39e790cbc25a08c9564ed25c3155e4

Observation f97dbdd9-533c-40db-9a60-1466e0c46541 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.296000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.302886Z digest=sha256:0296b094a1624dd66bf5ffc9f1b68d71769ad58b0427cc21fa9e86fe16c96440

Observation 26c76ab0-c105-4b98-908e-1e2a016b1534 · outbound

This paper cites Smith, and Yejin Choi.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Smith, and Yejin Choi

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.276937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.332867Z digest=sha256:05b38390f63193ef0f7f95779c354aeb8746d2d9f5b315b8bf59eea61f8650c8

Observation 652ed375-a129-4822-a169-b5d01199abb5 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.258110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.357925Z digest=sha256:0d77c5e4e91f30b18fa66f9f26546dda078143e9b0df9466e7b36f66e9d22beb

Observation 35fbda93-2cfc-49da-bbb2-33ece35bfee4 · outbound

This paper cites Constrained Decoding for Fill-in-the-Middle Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Constrained Decoding for Fill-in-the-Middle Code Language Models via Efficient Left and Right Quotienting of Context-Sensitive Grammars

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.363962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.363962Z digest=sha256:416c83dfd26bb83169c8b26d05cdd21a225fc679e92472d141a6179bd17be639

Observation 31eea71c-a157-4f82-bde4-e79150db7fe2 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.238043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.369232Z digest=sha256:5676499c88e38ab04282ca43f9c1b818d59f6faac8ced71e087f76b4c5639ad1

Observation 90e5ddff-19bf-4721-a7fb-41a796b74229 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.217506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.374866Z digest=sha256:1af495d7d09aea68ea168037f433120ccea88e3c09a0365af48256df71c09cab

Observation 364c7b83-c39c-4f5a-938e-fc1547323484 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.182623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.384668Z digest=sha256:5b2a377620410be832e4ba47eb61c6145121b70023b5884d9dd2a6cf1212ad66

Observation de5c6b18-7831-475a-a225-8168d8d81f53 · outbound

This paper cites Synchromesh: Reliable code generation from pre-trained language models.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Synchromesh: Reliable code generation from pre-trained language models

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.390108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.390108Z digest=sha256:3f27d851bfcbe9477a641cc5ac17eb6ba499187cbe6bdba5ba754bec6df535c0

Observation 4ac329dd-3c74-4113-a1ce-c1399521b755 · outbound

This paper cites Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.395181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.395181Z digest=sha256:51a605467844190bac34c7dd2bf8585675c63c93b2a5f6f979b6f02c9fc2f836

Observation cb783319-940f-4d5f-8237-b73181467b9b · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.163314Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.400280Z digest=sha256:79181482a2f06901525b82a3835718eea6e991f6523b2a85a20f31ab6a7c8c62

Observation d77aebd3-fde6-491c-a439-2dfa65ae7fa7 · outbound

This paper cites Hopkins, and Michael Carbin.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Hopkins, and Michael Carbin

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.142832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.405113Z digest=sha256:25aed85094b4c3f6d0ec9cdf0d6fcdb592097d053b127812c8e915b502fd43d1

Observation dc7ea9bc-d5b9-4df5-be69-1ceb50aa24da · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.125460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.409461Z digest=sha256:c3190b15b8fb0aad69325755482b06c363e3b069b688cf106d209d0c8022a47a

Observation c23cc480-02a2-45ab-af9a-317fc5a14f30 · outbound

This paper cites Constrained Language Models Yield Few-Shot Semantic Parsers.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Constrained Language Models Yield Few-Shot Semantic Parsers

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.414122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.414122Z digest=sha256:b745ae5fe41df16a62c68a95fe9031441881073d0bc2e4b072d9d98d9a5f00d7

Observation 8070a590-0b10-4565-93ff-2f46020d66e8 · outbound

This paper cites Zero and Few-shot Semantic Parsing with Ambiguous Inputs.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Zero and Few-shot Semantic Parsing with Ambiguous Inputs

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.419584Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.419584Z digest=sha256:1431f6e5085b55b5046b1d6fa7961ff158b3bec387458e3b98450377b8b43287

Observation 79f9f165-b77a-4911-a1ab-bf80d607141e · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.105306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.424961Z digest=sha256:930151e372bd5089a4a29467bd8988dcbc2fe70c898e87cc024524fe8d932703

Observation 73c67fc9-c6af-45f1-9719-46750b5a4044 · outbound

This paper cites SynCode: LLM Generation with Grammar Augmentation.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective SynCode: LLM Generation with Grammar Augmentation

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T10:20:17.429502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T10:20:17.429502Z digest=sha256:759b7a7b09d569395027241d5e0f6b8e0195d702bc7acf9daf6ff050db74ca7d

Observation c5cffd8e-aca9-4c6b-8181-3193cb20179d · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.088654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.435532Z digest=sha256:d8217da2e134b67e3c3eb48adc2ea7b6a5917e184da3b7dae71c596baa9e27c0

Observation d960c7b8-b44e-4511-9186-c528629c8793 · outbound

This paper cites Saurous, and Yoon Kim.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Saurous, and Yoon Kim

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.072159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.441623Z digest=sha256:ae31c59e47c2b6731007ccbac18c9776f903165a6fc5cfac258fbb3ca05625cd

Observation bf9f1a32-ca6c-443d-a146-455d59bc727e · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.053817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.447165Z digest=sha256:ca335c2049a21e7cb43d754ee7dc7d257758547fee6a527e93d1397c9daf1e51

Observation 0021b41f-c669-4d7c-9426-41bfce56d326 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.033648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.452129Z digest=sha256:7be3fadb71c49cf51e74fdf270f4464fa4f39b0fdcd29e6f4547dd5f4e2b0b0a

Observation 853b7996-2558-4209-a384-b8641ebb285a · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:18.015737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.456836Z digest=sha256:12a613289fd394ce67b4cbcd598c99835fb2781c643daef237a9d79face82334

Observation e7b5b909-adc1-48e2-b4c9-b4541cb2db3d · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:17.996054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.462341Z digest=sha256:23f4431fe373322ccbdd3aaee23774ade9d651dfa019b937edacd75146661564

Observation 878aa93a-1bc6-4dac-988f-7d146fc18b12 · outbound

This paper cites set test.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective set test

Reference 51

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T10:20:17.957781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.477069Z digest=sha256:7f38fa28849f4ea83dfbf3d63398f3bcbd6ddb93b80e8bc27289f8e7b9e85028

Observation 65a6e3d6-09f0-424a-b8f5-ec898de575e4 · outbound

This paper cites InAdvances in Neural Information Processing Systems, volume 37, pages 115563–115587.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective InAdvances in Neural Information Processing Systems, volume 37, pages 115563–115587

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:17.977040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.471264Z digest=sha256:b93f24265522c0f6371b6e3f104ef935f79d5bdad26d9e95f3970908734815de

Observation dd21e044-50c5-4718-ad05-12e6df18e504 · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:17.941451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.490685Z digest=sha256:e6d25aaf8f74abfcad2fc0c34282ba5818fbdfda8ffb92c2dac929e1e7f5764a

Observation 9201b5ac-20f6-4db1-92cd-2b8bcfa20dab · outbound

This paper cites 2Grammarinator is omitted for clarity; its curve lies far below all others and does not alter the ordering.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective 2Grammarinator is omitted for clarity; its curve lies far below all others and does not alter the ordering

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:17.919556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.496891Z digest=sha256:00f56e8d5956ae1756f6a4a65da1acce51f4c8a76f569dff4718dafbb5c0d267

Observation 3b8c1e10-3a41-4639-bb01-7eff278de137 · outbound

This paper cites This set is countable since the set of all sequences is countable.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective This set is countable since the set of all sequences is countable

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:17.898834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.503814Z digest=sha256:981bba0ebb077edc8af03d2d2f66c591cb138218d0cd5bf1ba3eba216cd9d504

Observation dfdbe97d-4bf5-4094-b448-78e554c76bc7 · outbound

This paper cites We start by showing that q(y|x)>0 for all x, y∈S.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective We start by showing that q(y|x)>0 for all x, y∈S

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:17.879958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.509601Z digest=sha256:780f534525e7f4c8f524c06e362a81ead6c5d01331151ae539f285c185d2bf7e

Observation f37c81bc-22fc-4fab-824b-630389fc66aa · outbound

This paper cites an unresolved cited work.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-07T10:20:17.858521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.515233Z digest=sha256:2cf3f74989ee9bafa3600f1327d353f79c427afc3c4855f5682baed41e62e828

Observation 1ee587a6-96c4-4cdf-8277-cc3a42ccb22b · outbound

This paper cites Hence, all prerequisites of Thm.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective Hence, all prerequisites of Thm

Reference 59

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T10:20:17.841868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.521296Z digest=sha256:b0f69a014d4c9fa3ad219084ddb9ac75c989a0c0905f7541fb57ff6dfbfe3553

Observation daeb0237-5b2f-44a7-82c9-0533ecb326bf · outbound

This paper cites InThe Thirty-eighth Annual Conference on Neural Informa- tion Processing Systems.

Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective InThe Thirty-eighth Annual Conference on Neural Informa- tion Processing Systems

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T10:20:18.200017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T10:20:17.379859Z digest=sha256:f39986f4f58a9e5c027085cef5c43c1645655ffc0837db5e2a4138aaea0f658e

Pith citing papers

Observation 773717c7-c22a-4376-9f2b-1a84cef08af3 · inbound

Constrained Adaptive Rejection Sampling cites this paper.

Constrained Adaptive Rejection Sampling Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-04T12:54:09.448388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T12:54:09.448388Z digest=sha256:5fbfbfd6da51cbb18988c733e404a0a0030eae491e92710ffcf4cb3d99051e5f

Observation 6214b184-de0f-4fa8-9738-d70f96f2c3c7 · inbound

TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation cites this paper.

TreeCoder: Systematic Exploration and Optimisation of Decoding and Constraints for LLM Code Generation Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-17T04:21:30.819846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T04:19:18.805697Z digest=sha256:5b76e50021dcc674e47e45a8b5210f732b2958c4c4485001f4c56d1e21852558

Observation 7d25c9c7-1de2-4d7a-ae20-3794df89dc13 · inbound

Continuous Diffusion Models Can Obey Formal Syntax cites this paper.

Continuous Diffusion Models Can Obey Formal Syntax Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-02T23:53:40.004059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T23:53:40.004059Z digest=sha256:0b5b9c70c5d50a24f6b08eb3326bd9f7375a81390a824f3b00bcf4492a1a2f8c

Observation 2b5133f5-ac2b-4b17-b1e2-3d382f9d8af1 · inbound

The Format Tax cites this paper.

The Format Tax Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-13T12:48:03.396039Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-13T12:48:03.396039Z digest=sha256:2a7a99bb84c49784521efc52fd2656bc4450625ec22a729c726288b4c1411342

Observation f816eeba-dc95-4e12-a981-e0d786832cff · inbound

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling cites this paper.

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 6

Resolution
metadata mismatch
arxiv_id, observed 2026-05-12T09:31:26.126073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-07T10:42:27.644514Z digest=sha256:fe1b946be5ca6b0eb671c07bf4eb57bac18921f7992cea8261997a85a740b6fa

Observation f0ecdf1f-654e-42bb-a6d9-ef965c006894 · inbound

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling cites this paper.

Length Value Model: Scalable Value Pretraining for Token-Level Length Modeling Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-02T15:28:11.487436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T15:28:11.487436Z digest=sha256:e7e3fc6602ebd7b0182058b27b12a79030d46cfdbc223ef71ad007fe60fe8922

Observation 27b0fc65-d2e9-4a9b-aaa5-09c6032db0dd · inbound

LatticeBridge: Rare-Event Sequential Inference for Faithful Structured Sequence Synthesis cites this paper.

LatticeBridge: Rare-Event Sequential Inference for Faithful Structured Sequence Synthesis Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 1

Resolution
metadata mismatch
arxiv_id, observed 2026-07-05T04:00:39.592855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-05T03:58:47.125099Z digest=sha256:9f0307a3f11e2ece57d1e0e68188d9f930445bc369a6f267115fc3cdf4234163

Observation 5a9a6fee-3666-4c88-b041-f53f2acb3497 · inbound

The Alignment Problem in Constrained Code Generation cites this paper.

The Alignment Problem in Constrained Code Generation Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 16

Resolution
verified exact
arxiv_id, observed 2026-06-26T14:39:32.715659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T13:32:12.206833Z digest=sha256:7559bf645994dce884e0e24c6f71749e72efa48743b3253aea5483dd01e9c7e6

Observation 6e5bcb94-5143-49d9-8bb8-c32ad5476b3c · inbound

SelPE: Progressive Selection for Private Structured Text Synthesis cites this paper.

SelPE: Progressive Selection for Private Structured Text Synthesis Constrained Sampling for Language Models Should Be Easy: An MCMC Perspective

Reference 24

Resolution
verified exact
arxiv_id, observed 2026-07-04T10:49:46.970586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-06-26T08:22:49.758497Z digest=sha256:b3bb8287f63a61f5ae39ec4926e6eaf0f39b19f7634dc3cab30a63c14a707e4c