Paper Citation Record · LEDGER

Large Concept Models: Language Modeling in a Sentence Representation Space

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 25 inbound Pith citation observations for arXiv:2412.08821.

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

pith.paper-citation-record.v1
2412.08821 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 25 of 25 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 25 of 25 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T15:01:05.226828Z

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

10
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 9cc5cf51-29c0-47db-8ca0-0599d7949133 · inbound

Training Large Language Models to Reason in a Continuous Latent Space cites this paper.

Training Large Language Models to Reason in a Continuous Latent Space Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:29:05.512485Z

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.

Observation bc3ecd11-5c56-4595-8170-ce2a11bbe5f1 · inbound

Latent Thought Models with Variational Bayes Inference-Time Computation cites this paper.

Latent Thought Models with Variational Bayes Inference-Time Computation Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T15:01:05.226828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83377aa1-28a5-406b-8878-85f47a5cd316 · inbound

An Annotated Reading of 'The Singer of Tales' in the LLM Era cites this paper.

An Annotated Reading of 'The Singer of Tales' in the LLM Era Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-08T20:08:32.581341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6096342-a395-41a8-9d9f-303c102c5783 · inbound

LLM Pretraining with Continuous Concepts cites this paper.

LLM Pretraining with Continuous Concepts Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:39.324272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd52e8bb-1d3b-4030-a1f2-6a7a5ccc899e · inbound

On The Landscape of Spoken Language Models: A Comprehensive Survey cites this paper.

On The Landscape of Spoken Language Models: A Comprehensive Survey Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-22T20:45:08.067364Z

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.

Observation fce73937-b04d-480f-9029-3e340b4e4937 · inbound

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space cites this paper.

Soft Thinking: Unlocking the Reasoning Potential of LLMs in Continuous Concept Space Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T15:15:43.556830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8741045b-d671-4ce2-9bbf-2e9fcfd4281a · inbound

TALL -- A Trainable Architecture for Enhancing LLM Performance in Low-Resource Languages cites this paper.

TALL -- A Trainable Architecture for Enhancing LLM Performance in Low-Resource Languages Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:45.349964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5e4d91c-382e-4730-9b7d-304e832701c4 · inbound

Improving Large Language Models with Concept-Aware Fine-Tuning cites this paper.

Improving Large Language Models with Concept-Aware Fine-Tuning Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:28:23.811740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e03738a-96b6-4f60-a333-1db369308785 · inbound

Concept-Level AI for Telecom: Moving Beyond Large Language Models cites this paper.

Concept-Level AI for Telecom: Moving Beyond Large Language Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T22:08:33.511564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4f0c9b0-8d44-4c97-b85a-a1d2b5c86ee2 · inbound

Synergy: End-to-end Concept Model cites this paper.

Synergy: End-to-end Concept Model Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T16:45:34.210199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6cd316c-689e-4eac-8460-81ee4ac5d8f1 · inbound

Mitigating Resolution-Drift in Federated Learning: Case of Keypoint Detection cites this paper.

Mitigating Resolution-Drift in Federated Learning: Case of Keypoint Detection Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T10:50:59.344074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2276db91-4b47-41f6-8b8b-0d0dd4484280 · inbound

Controllably Efficient Language Models cites this paper.

Controllably Efficient Language Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T23:33:53.304599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d32a6d6-3554-4561-9ddd-e80807996682 · inbound

Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions cites this paper.

Concept Tokens: Learning Behavioral Embeddings Through Concept Definitions Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-03T12:04:59.212672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f2f0fc1-28f7-412c-99d2-e1d6387487be · inbound

Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech cites this paper.

Omnilingual SONAR: Cross-Lingual and Cross-Modal Sentence Embeddings Bridging Massively Multilingual Text and Speech Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T23:39:49.137616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a61f34-d1d1-4eb2-b74f-402b74d67845 · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.297262Z

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.

Observation b0d995c0-8e1e-4ab8-a1e6-ffc5d78687d4 · inbound

LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG cites this paper.

LatentRAG: Latent Reasoning and Retrieval for Efficient Agentic RAG Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:01:12.054636Z

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.

Observation 15d56242-0aac-45d2-99ba-84df86bd4da3 · inbound

Continuous Latent Diffusion Language Model cites this paper.

Continuous Latent Diffusion Language Model Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T20:11:10.842575Z

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.

Observation 4282b008-a885-4b7c-ab7e-b829f150f779 · inbound

Scratchpad Patching: Decoupling Compute from Patch Size in Byte-Level Language Models cites this paper.

Scratchpad Patching: Decoupling Compute from Patch Size in Byte-Level Language Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:36:28.938338Z

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.

Observation f1f91d82-aabd-42d2-beca-cc2582bc76ba · inbound

Mimir: Large-scale Multilingual Concept Modeling cites this paper.

Mimir: Large-scale Multilingual Concept Modeling Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-30T11:24:38.683627Z

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.

Observation c6999bad-99ac-44d6-91d1-652c4e8cbe94 · inbound

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs cites this paper.

Formalizing Latent Thoughts: Four Axioms of Thought Representation in LLMs Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:15:45.623808Z

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.

Observation 374dc14a-9a63-4284-ac6b-5e77dd534bc4 · inbound

Forewarned is Forearmed: When Non-Sequential Embedding Turns Into an Anomaly Detector cites this paper.

Forewarned is Forearmed: When Non-Sequential Embedding Turns Into an Anomaly Detector Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T08:24:27.169457Z

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.

Observation 30a1930d-902f-4de7-b18b-dbaa74305fb5 · inbound

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models cites this paper.

From Interface to Inference: Eliciting Any-Order Inference from Any-Order Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-01T14:25:46.300514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 544c462a-d910-44df-9e14-2e94cc645b8d · inbound

From Found to Designed: Concepts as a Design Axis for Large Language Models cites this paper.

From Found to Designed: Concepts as a Design Axis for Large Language Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-30T19:59:23.720128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c09cb0cd-581a-42f9-b5d6-26fed8b50feb · inbound

From Found to Designed: Concepts as a Design Axis for Large Language Models cites this paper.

From Found to Designed: Concepts as a Design Axis for Large Language Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T10:48:51.354853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68f644a1-c2ae-41a9-a6b1-9d9e7e845923 · inbound

Hierarchical Latent Prediction for Language Models cites this paper.

Hierarchical Latent Prediction for Language Models Large Concept Models: Language Modeling in a Sentence Representation Space

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T23:13:07.236934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.