Paper Citation Record · LEDGER

Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 14 inbound Pith citation observations for arXiv:2410.13640.

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

pith.paper-citation-record.v1
2410.13640 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 14 of 14 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 14 of 14 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:42:07.858803Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T20:47:23.066378Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d93554c2-8cdc-4b79-b8c4-b271422da5ef · inbound

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR cites this paper.

Consensus Entropy: Harnessing Multi-VLM Agreement for Self-Verifying and Self-Improving OCR Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-22T20:32:04.670238Z

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 78333acf-1dde-4afa-a472-d21057a52eaa · inbound

Latent Flow Transformer cites this paper.

Latent Flow Transformer Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T15:42:07.858803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0017b253-c6cf-4eef-91a7-27d7029881db · inbound

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN cites this paper.

Amplify Adjacent Token Differences: Enhancing Long Chain-of-Thought Reasoning with Shift-FFN Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T15:05:18.423772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baf741f9-462f-4292-aa7b-819939d4589a · inbound

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning cites this paper.

Consistent Paths Lead to Truth: Self-Rewarding Reinforcement Learning for LLM Reasoning Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:45.364256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9a8494b-d2f9-47f1-aa87-7a6f86346bc7 · inbound

ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities cites this paper.

ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T00:57:10.920765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d124c8be-fe3d-4108-8798-ee011711eaa6 · inbound

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs cites this paper.

CoRE: Enhancing Metacognition with Label-free Self-evaluation in LRMs Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:31.383968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f9053d-f20d-458b-b379-e2f4017a8aae · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 113

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:32.123197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5550ab76-cf33-4cdd-aee2-751ddb7dfd0b · inbound

On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency cites this paper.

On the Overscaling Curse of Parallel Thinking: System Efficacy Contradicts Sample Efficiency Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T10:40:51.391514Z

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 3f7d790d-57eb-4435-be60-3c4c71abeeff · inbound

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models cites this paper.

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:48:02.459567Z

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 930cf7d4-c7bb-43e4-ac01-505f4ffe2b83 · inbound

Semantic Step Prediction: Multi-Step Latent Forecasting in LLM Reasoning Trajectories via Step Sampling cites this paper.

Semantic Step Prediction: Multi-Step Latent Forecasting in LLM Reasoning Trajectories via Step Sampling Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.504679Z

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 44582f66-2af7-4546-b9ff-913a5c916364 · inbound

PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization cites this paper.

PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:43:12.472919Z

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 d627cc7f-9ffd-47d0-bd94-8db90db8b2b9 · inbound

PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization cites this paper.

PAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T02:23:31.604156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b231af4a-3a9f-479c-bf24-841ad247d51a · inbound

DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning cites this paper.

DyCo-RL: Dynamic Cross-Modal Coordination for Visual Reasoning Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:47:23.068117Z

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 ec012284-df9f-45e1-b8b0-37c989d48007 · inbound

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment cites this paper.

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T18:49:31.409501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.