Paper Citation Record · LEDGER

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol

As of 6 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2605.25421.

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

pith.paper-citation-record.v1
2605.25421 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-29T22:29:52.450436Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T08:28:01.150685Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T08:34:27.519721Z

Reference resolution

31 of 31 outbound references displayed

verified exact2
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch16

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7d692c8-7e30-4035-96e9-585e436ad5e5 · outbound

This paper cites InFindings of the Asso- ciation for Computational Linguistics: EMNLP 2024, pages 10626–10641.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol InFindings of the Asso- ciation for Computational Linguistics: EMNLP 2024, pages 10626–10641

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b49fd358-3214-4425-a7fe-7d6a7ae1af13 · outbound

This paper cites InFindings of the Association for Computational Linguistics: ACL 2025, pages 11534–11557.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol InFindings of the Association for Computational Linguistics: ACL 2025, pages 11534–11557

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 186cc5a3-9f0a-439e-8543-0a87b09a4577 · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 3

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.668566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 97684b7f-6efb-4f29-9338-8d11f82026f9 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.658717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e70c17aa-6a7b-48db-b2b1-6988b05f28fd · outbound

This paper cites Enabling Agents to Communicate Entirely in Latent Space.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Enabling Agents to Communicate Entirely in Latent Space

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.653230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c8b1bb29-f0d7-486d-be39-8b6bbc4d75b8 · outbound

This paper cites arXiv preprint arXiv:2510.03215 (2025).

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol arXiv preprint arXiv:2510.03215 (2025)

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.664872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d32dde46-fcf3-43f9-bfca-7f19296d8fe8 · outbound

This paper cites The Llama 3 Herd of Models.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol The Llama 3 Herd of Models

Reference 7

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.680916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a681d51b-f9ef-4212-ba8f-459e4c56b188 · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.641017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 60149819-19b0-4342-981e-d28585e02075 · outbound

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

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Training Large Language Models to Reason in a Continuous Latent Space

Reference 9

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.670115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4f77eed5-da31-4775-8d12-f3fa36ccc785 · outbound

This paper cites InPro- ceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018).

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol InPro- ceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018)

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84105978-a57b-43a3-9e1d-3d9ed9035767 · outbound

This paper cites an unresolved cited work.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e207f97-a079-4282-ab25-899e9312ed83 · outbound

This paper cites Emergent Multi-Agent Communication in the Deep Learning Era.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Emergent Multi-Agent Communication in the Deep Learning Era

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.674360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9baddf4f-4dc4-4cf6-8560-415450d589d1 · outbound

This paper cites A Scalable Communication Protocol for Networks of Large Language Models.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol A Scalable Communication Protocol for Networks of Large Language Models

Reference 13

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.647444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bb20ba41-68e9-4448-a3f7-ef14cd282f08 · outbound

This paper cites EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:34:01.607055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7d1a82d7-b290-4f3a-8afc-fd0738c4035c · outbound

This paper cites Let Models Speak Ciphers: Multiagent Debate through Embeddings.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Let Models Speak Ciphers: Multiagent Debate through Embeddings

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.601828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d5a3fe1a-7fd7-42e6-bd3c-0801da1acd69 · outbound

This paper cites an unresolved cited work.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 574b7dc2-3402-4f56-bff0-e17c977e43c5 · outbound

This paper cites InProceedings of the 2025 Conference on Empirical Methods in Natural Language Process- ing, pages 677–693.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol InProceedings of the 2025 Conference on Empirical Methods in Natural Language Process- ing, pages 677–693

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f13413-ec4d-4518-ab54-b5ff1e6190db · outbound

This paper cites OpenAI GPT-5 System Card.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol OpenAI GPT-5 System Card

Reference 18

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.663115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b99283a1-c849-4426-bc2a-91aacb4a9dbb · outbound

This paper cites an unresolved cited work.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acf8769c-2d37-4fc1-bef0-a37dc6954b61 · outbound

This paper cites InProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pages 10230–10251.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol InProceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, pages 10230–10251

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f69a4cff-9984-4447-a365-9df72065ec2b · outbound

This paper cites Sim-cot: Supervised implicit chain-of-thought.arXiv preprint arXiv:2509.20317.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Sim-cot: Supervised implicit chain-of-thought.arXiv preprint arXiv:2509.20317

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.630424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 759ce7c8-8523-43ce-be56-f05015046a1a · outbound

This paper cites Language Model Networks: Supervision-Efficient Learning through Dense Communication.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Language Model Networks: Supervision-Efficient Learning through Dense Communication

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T22:34:01.625213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a7c7b912-bd7a-44c1-887d-79c5e469ef64 · outbound

This paper cites Can Large Language Model Agents Simulate Human Trust Behavior?.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Can Large Language Model Agents Simulate Human Trust Behavior?

Reference 23

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.588125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 352035af-4c77-4529-b143-293fd3b89c32 · outbound

This paper cites InProceedings of the 2018 conference on empiri- cal methods in natural language processing, pages 2369–2380.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol InProceedings of the 2018 conference on empiri- cal methods in natural language processing, pages 2369–2380

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f60c905-df71-4019-9a65-3c33dcb2431b · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Cut the Crap: An Economical Communication Pipeline for LLM-based Multi-Agent Systems

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.596105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ed8ae19f-8956-4b7e-ad31-7c1713923d42 · outbound

This paper cites SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol SocioVerse: A World Model for Social Simulation Powered by LLM Agents and A Pool of 10 Million Real-World Users

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T22:34:01.644548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation beb3c830-856a-4026-b605-3d1b8df26cff · outbound

This paper cites Latent Collaboration in Multi-Agent Systems.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Latent Collaboration in Multi-Agent Systems

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-06-29T22:34:01.636456Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ea56b7c2-bd31-4dbc-8fa6-6ee56b16bb4b · outbound

This paper cites (1)Refinement: In this setting, agents independently answer the same question in parallel and iteratively refine their responses through discussion.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol (1)Refinement: In this setting, agents independently answer the same question in parallel and iteratively refine their responses through discussion

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f25832d-49bb-4536-a573-1d207f8ff133 · outbound

This paper cites an unresolved cited work.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfb734b5-b529-433d-a60c-33c23d1bb266 · outbound

This paper cites an unresolved cited work.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-29T22:29:52.450436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 764cfb24-8e12-4183-b824-6b851b3c52f3 · outbound

This paper cites Method In-Domain Out-of-Domain InferenceEfficiencyCommonsense StrategyQA SocialIQA WorldTree PubMedQAMedQA ARC-E ARC-CAvg.

HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol Method In-Domain Out-of-Domain InferenceEfficiencyCommonsense StrategyQA SocialIQA WorldTree PubMedQAMedQA ARC-E ARC-CAvg

Reference 31

Resolution: malformed identifier; arxiv_id, observed 2026-06-29T22:34:01.682736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

Observation 62d93e1a-d3f2-4429-8bf6-7b78d8950560 · inbound

When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration cites this paper.

When Latent Agents Lie: KV-Cache Integrity in Multi-Agent LLM Collaboration HyLaT: Efficient Multi-Agent Communication via Hybrid Latent-Text Protocol

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-06-30T08:34:27.521152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.