Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:39:06.681448Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 7 inbound Pith citation observations for arXiv:2505.18456.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:39:06.681448Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:15:16.805001Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-01T20:46:14.278414Z
62 of 62 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 8ce6cb26-551e-455f-a5d5-49119d6a7ef7 · outbound
Anchored Diffusion Language Model The claude 3 model family: Opus, sonnet, haiku
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b1bb3506-e19b-4d4d-8151-510d0fa0130a · outbound
Anchored Diffusion Language Model Block diffusion: Interpolating between autoregressive and diffusion language models
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff08b4e7-0388-41cc-91b2-1200997783c2 · outbound
Anchored Diffusion Language Model Johnson, Jonathan Ho, Daniel Tarlow, and Rianne van den Berg
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cc57b84e-24e3-40ea-8834-ebc3b7ff25b9 · outbound
Anchored Diffusion Language Model A neural probabilistic language model
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81891a66-8540-45eb-b175-327041b1a0b2 · outbound
Anchored Diffusion Language Model Language models are few-shot learners
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 35e57478-4f96-48e0-aac6-7f9a88f8fd39 · outbound
Anchored Diffusion Language Model Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8af44e27-6b6c-4645-9299-16e0d75906aa · outbound
Anchored Diffusion Language Model A continuous time framework for discrete denoising models
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f049e08-84ba-4c18-815c-bb1dca98347f · outbound
Anchored Diffusion Language Model One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 037a33cf-2f88-4974-8bc1-e460bc001008 · outbound
Anchored Diffusion Language Model What does bert look at? an analysis of bert’s attention
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation fa02e8c1-7dd9-44fd-96e4-55f0f141745b · outbound
Anchored Diffusion Language Model Training Verifiers to Solve Math Word Problems
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 06f5ca7c-9c2b-4507-ac30-4667e36e161d · outbound
Anchored Diffusion Language Model A discourse-aware attention model for abstractive summarization of long documents
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8f4ccba6-6bec-4dbc-a250-3aa4af905e41 · outbound
Anchored Diffusion Language Model Transformer-xl: Attentive language models beyond a fixed-length context
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0c433977-63d8-4822-a18b-ff12c195ed25 · outbound
Anchored Diffusion Language Model Maximum likelihood from incomplete data via the em algorithm
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8af0f5d5-6d4a-4931-8ef2-6e2bed1b5294 · outbound
Anchored Diffusion Language Model From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17de1736-4bef-409e-89ab-df0d31db9acf · outbound
Anchored Diffusion Language Model Hierarchical neural story generation
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76fb7c70-f37e-4c06-b2ae-96f846c8e646 · outbound
Anchored Diffusion Language Model Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3d5c6c26-b2cb-49da-af73-d0185d91a937 · outbound
Anchored Diffusion Language Model Openwebtext corpus
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe14b957-2fdf-4166-b4dc-c4a87108df83 · outbound
Anchored Diffusion Language Model Think before you speak: Training language models with pause tokens
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3e279421-604b-4a84-b640-52d5354052e1 · outbound
Anchored Diffusion Language Model Likelihood-based diffusion language models
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 81097abb-f2f3-4b0a-9020-67de277c70b2 · outbound
Anchored Diffusion Language Model Training Large Language Models to Reason in a Continuous Latent Space
Reference 20
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c8c17fe8-e82b-466b-8c11-1b357b0453a6 · outbound
Anchored Diffusion Language Model Diffusionbert: Improving generative masked language models with diffusion models
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d7038d43-b11b-4815-bcf0-f3694ec56bea · outbound
Anchored Diffusion Language Model Denoising diffusion probabilistic models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2c09ced-eb9e-42cf-af79-e005c83c2df8 · outbound
Anchored Diffusion Language Model Interpolated estimation of markov source parameters from sparse data
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e5e736b-6781-45fd-9021-bda6475a412d · outbound
Anchored Diffusion Language Model An introduction to variational methods for graphical models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34f21089-e3fc-4115-b4b6-f8eb4f407f9d · outbound
Anchored Diffusion Language Model Generalization through memorization: Nearest neighbor language models
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eff69f4d-420c-427a-993d-7eaace310741 · outbound
Anchored Diffusion Language Model Probabilistic graphical models: principles and techniques
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e18d0ff5-e2d8-463a-8ee1-c23d5b75cec7 · outbound
Anchored Diffusion Language Model Global optimality of the em algorithm for mixtures of two-component linear regressions
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6f351d66-6edc-4ed1-8017-160b1b2aa5c3 · outbound
Anchored Diffusion Language Model Visualizing and understanding neural models in nlp
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b0bc1f4f-b1ad-4f5b-9e33-62babb78f3f7 · outbound
Anchored Diffusion Language Model Diffusion- LM improves controllable text generation
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8c10c74b-be92-47fa-abfe-0ac42a4c9758 · outbound
Anchored Diffusion Language Model Diffusion- LM improves controllable text generation
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f2482a7c-2923-4974-8a9b-db309645ec85 · outbound
Anchored Diffusion Language Model Assessing the ability of LSTM s to learn syntax-sensitive dependencies
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b6841c5-c06a-4b31-b4db-993a146c71a6 · outbound
Anchored Diffusion Language Model Think while you generate: Discrete diffusion with planned denoising
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 7f73c345-9412-4e2d-a716-d670484af5a6 · outbound
Anchored Diffusion Language Model Discrete diffusion modeling by estimating the ratios of the data distribution
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa7e6ecf-d4cf-4448-a776-8d65fdc1da8d · outbound
Anchored Diffusion Language Model Building a large annotated corpus of english: The penn treebank
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2736cb81-4fe8-4890-b218-59b68f90631b · outbound
Anchored Diffusion Language Model Pointer sentinel mixture models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ee196ebe-5ce9-4170-905b-7b07569b7f71 · outbound
Anchored Diffusion Language Model A view of the em algorithm that justifies incremental, sparse, and other variants
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b62f61ea-352b-4877-9944-e8392f11765a · outbound
Anchored Diffusion Language Model Scaling up masked diffusion models on text
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 577880ad-df62-4238-a96f-b95136a3bd9c · outbound
Anchored Diffusion Language Model Large Language Diffusion Models
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7680496e-5f4d-4d5d-aacb-0bf7e735aadd · outbound
Anchored Diffusion Language Model Your absorbing discrete diffusion secretly models the conditional distributions of clean data
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9b78781d-9349-46ae-bce6-c001adcef62f · outbound
Anchored Diffusion Language Model The lambada dataset: Word prediction requiring a broad discourse context
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0383c29c-9de2-4043-987b-4abcc129ee00 · outbound
Anchored Diffusion Language Model Scalable diffusion models with transformers
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd292724-2db5-482f-af43-3364a677df73 · outbound
Anchored Diffusion Language Model MAUVE : Measuring the gap between neural text and human text using divergence frontiers
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 11ff892a-711c-45b1-b894-c001827e7cfd · outbound
Anchored Diffusion Language Model Language models are unsupervised multitask learners
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8978d614-a598-42a6-bac7-83ff302481c8 · outbound
Anchored Diffusion Language Model Reasoning to learn from latent thoughts
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e61fd0c-1dd6-4922-ab9a-390a94f8e4d9 · outbound
Anchored Diffusion Language Model Simple and effective masked diffusion language models
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c27fcd28-eb64-47d7-a8e6-c16b594a524a · outbound
Anchored Diffusion Language Model Language models are greedy reasoners: A systematic formal analysis of chain-of-thought
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d85ea14-51fc-4f58-8f3c-55d150be0204 · outbound
Anchored Diffusion Language Model CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52797b49-6834-454f-90ce-4cbc17988167 · outbound
Anchored Diffusion Language Model Simplified and generalized masked diffusion for discrete data
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 789076cb-57e4-4164-9f2f-b028fc30978f · outbound
Anchored Diffusion Language Model Deep unsupervised learning using nonequilibrium thermodynamics
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b083c11b-c25a-4976-ad72-58da2ff4e6da · outbound
Anchored Diffusion Language Model Roformer: Enhanced transformer with rotary position embedding
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f46065ab-0d67-417a-b070-80c721e3d288 · outbound
Anchored Diffusion Language Model Axiomatic attribution for deep networks
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e1b0904-a9cd-48b1-be79-e270eb47cf16 · outbound
Anchored Diffusion Language Model Omninet: Omnidirectional representations from transformers
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 013a91ac-1994-4a00-ab92-2784262482ec · outbound
Anchored Diffusion Language Model Gemini: A Family of Highly Capable Multimodal Models
Reference 53
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f75ed19a-4e6c-489f-b379-66ccc26975cf · outbound
Anchored Diffusion Language Model BERT rediscovers the classical NLP pipeline
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0bc9ceb-8d24-4520-b232-b4ad8704242a · outbound
Anchored Diffusion Language Model LLaMA: Open and Efficient Foundation Language Models
Reference 55
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85cc6d48-6334-4d71-b06e-37ebd5d0a678 · outbound
Anchored Diffusion Language Model Glauber generative model: Discrete diffusion models via binary classification
Reference 56
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8dac312e-0a18-448f-9aef-879f82478e9d · outbound
Anchored Diffusion Language Model Generalized Interpolating Discrete Diffusion
Reference 57
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a49883a-7e80-453e-94d2-9a19b3764475 · outbound
Anchored Diffusion Language Model BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model
Reference 58
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63b72750-fdb6-4100-8109-9922448c60fb · outbound
Anchored Diffusion Language Model Remasking discrete diffusion models with inference-time scaling
Reference 60
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11f7d00d-5aa2-45ec-b584-68d78733c570 · outbound
Anchored Diffusion Language Model Chi, Quoc V Le, and Denny Zhou
Reference 61
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24b1131a-576b-42be-8812-9106dfe1551b · outbound
Anchored Diffusion Language Model Character-level convolutional networks for text classification
Reference 62
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb49ba51-7621-4309-9ee0-36f2b9f81b18 · outbound
Anchored Diffusion Language Model write newline
Reference 63
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5512026d-d41a-443f-ade3-0fabd8784bef · inbound
A Survey on Diffusion Language Models Anchored Diffusion Language Model
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76a6718c-3712-4070-94ae-99d94950cdb0 · inbound
Any-Order Flexible Length Masked Diffusion Anchored Diffusion Language Model
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98138791-d3ff-4bb0-9903-83f93e5f0495 · inbound
Fine-Tuning Masked Diffusion for Provable Self-Correction Anchored Diffusion Language Model
Reference 2021
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 710b71cf-b638-4670-a564-36bfa08915ac · inbound
Discrete Stochastic Localization for Non-autoregressive Generation Anchored Diffusion Language Model
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d124acd-12a4-473e-b721-cbdfd00e0c33 · inbound
Discrete Stochastic Localization for Non-autoregressive Generation Anchored Diffusion Language Model
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0e4092a3-c70b-4d7b-b303-7781e75e1e54 · inbound
DSL-LLaDA: Scaling Continuous Denoising to 8B Masked Diffusion LMs Anchored Diffusion Language Model
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 3ebc75e4-5bf4-488f-b59e-58850309c538 · inbound
From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models Anchored Diffusion Language Model
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.