Paper Citation Record · LEDGER

HALO: Hybrid Adaptive Latent Reasoning for Language Models

As of 8 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.08775.

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

pith.paper-citation-record.v1
2607.08775 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T08:04:15.548790Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6f38938-9495-43fd-8935-f1c76a2ee59b · outbound

This paper cites Adaptive Computation Time for Recurrent Neural Networks.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Adaptive Computation Time for Recurrent Neural Networks

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c03f5e73-51e6-4fda-83ee-1a579cb8011f · outbound

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

HALO: Hybrid Adaptive Latent Reasoning for Language Models International Conference on Learning Representations , year=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 850997c2-9fe8-4636-bebb-9277cdc93b2c · outbound

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

HALO: Hybrid Adaptive Latent Reasoning for Language Models International Conference on Learning Representations , year=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2befab4-f163-4ed2-a8a7-83f4ab5011e8 · outbound

This paper cites Mixture-of-Depths: Dynamically allocating compute in transformer-based language models.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33da7345-a60d-4b74-831f-c78b1d4d620d · outbound

This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics , year=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 593fe009-ff17-431e-967f-94d4b445790f · outbound

This paper cites Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78842441-c4bc-4e1a-b663-eaf9792e9398 · outbound

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

HALO: Hybrid Adaptive Latent Reasoning for Language Models Training Large Language Models to Reason in a Continuous Latent Space

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44e9ebab-b43f-41f0-b3ab-5e7ab27946b0 · outbound

This paper cites Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f080ee9e-ff10-427d-b3ae-4f535125ffe6 · outbound

This paper cites Reasoning with Latent Thoughts: On the Power of Looped Transformers.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Reasoning with Latent Thoughts: On the Power of Looped Transformers

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 458f52c7-d69b-4a38-bdec-d1799ef788db · outbound

This paper cites arXiv preprint arXiv:2505.20674 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2505.20674 , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ccd0674-f357-4fbe-a3fd-e1f23ba3c5ea · outbound

This paper cites arXiv preprint arXiv:2603.01914 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2603.01914 , year=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba8dcab3-fafe-454b-8654-d31af62a757c · outbound

This paper cites arXiv preprint arXiv:2602.08864 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2602.08864 , year=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61de596c-06ed-4a76-a435-836276e90bd9 · outbound

This paper cites Less is More: Recursive Reasoning with Tiny Networks.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Less is More: Recursive Reasoning with Tiny Networks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2c4bf35-6056-4c1a-8342-6b7a57c34a00 · outbound

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

HALO: Hybrid Adaptive Latent Reasoning for Language Models Advances in Neural Information Processing Systems , year=

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb67a045-97be-45f5-9c96-8367b971cf9b · outbound

This paper cites Lessons from the Trenches on Reproducible Evaluation of Language Models.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Lessons from the Trenches on Reproducible Evaluation of Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 578b5d1e-d8d7-47f6-8770-b1cc04f0f023 · outbound

This paper cites Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a05b2858-6ec6-4d8d-8e24-796cc2e04459 · outbound

This paper cites Phi-4 Technical Report.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Phi-4 Technical Report

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e9808fc-55b9-4753-bb13-d9e6274a5f30 · outbound

This paper cites MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark.

HALO: Hybrid Adaptive Latent Reasoning for Language Models MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ccee3a2-0909-455a-993f-3b1c7a38aee1 · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

HALO: Hybrid Adaptive Latent Reasoning for Language Models GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51e392ef-1a9f-4a44-9ac3-11afe9da6b3e · outbound

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

HALO: Hybrid Adaptive Latent Reasoning for Language Models International Conference on Learning Representations , year=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc58edf-621c-4dd9-84d4-76932a93e286 · outbound

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

HALO: Hybrid Adaptive Latent Reasoning for Language Models Advances in Neural Information Processing Systems , year=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2af33980-ed5d-4560-98c5-e81b5118642d · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc90999-fd13-4159-a84a-dad5438e6e3f · outbound

This paper cites and Schnell, Eric and Barkai, Edna , title=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models and Schnell, Eric and Barkai, Edna , title=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d02fbc4-be96-4efa-8a32-adcc046593f5 · outbound

This paper cites Think before you speak: Training Language Models With Pause Tokens.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Think before you speak: Training Language Models With Pause Tokens

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df759e49-697e-4c62-9e09-cbc861c0f71f · outbound

This paper cites arXiv preprint arXiv:2507.10524 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2507.10524 , year=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0e978b7-3ea4-495a-ba59-7850560438a3 · outbound

This paper cites arXiv preprint arXiv:2602.11451 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2602.11451 , year=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11678794-60c1-4edb-82b2-650780ba28bc · outbound

This paper cites arXiv preprint arXiv:2603.08082 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2603.08082 , year=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a710062-44a1-4bce-b506-fa19bf8243b6 · outbound

This paper cites arXiv preprint arXiv:2603.15051 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2603.15051 , year=

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eadcfa8f-6540-4294-8e7c-55ae2b6d9b66 · outbound

This paper cites arXiv preprint arXiv:2602.08220 , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models arXiv preprint arXiv:2602.08220 , year=

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3c69a08-02c0-4bab-95de-747035237b85 · outbound

This paper cites Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Inner Thinking Transformer: Leveraging Dynamic Depth Scaling to Foster Adaptive Internal Thinking

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db674671-77ca-4c30-bb98-8d82f62f3bd7 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , year=.

HALO: Hybrid Adaptive Latent Reasoning for Language Models Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , year=

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-13T08:04:15.548790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.