Paper Citation Record · LEDGER

Learning Multi-Agent Communication with Contrastive Learning

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2307.01403.

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

pith.paper-citation-record.v1
2307.01403 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T22:17:51.423396Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T17:13:44.524898Z

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 37cb23a3-4ac5-42ef-be58-c568523b1886 · inbound

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication cites this paper.

TACTIC: Task-Agnostic Contrastive pre-Training for Inter-Agent Communication Learning Multi-Agent Communication with Contrastive Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T22:17:51.423396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f0818a8-39e5-44be-aa9d-9ebcc755370a · inbound

Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models cites this paper.

Dynamic Generation of Multi-LLM Agents Communication Topologies with Graph Diffusion Models Learning Multi-Agent Communication with Contrastive Learning

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-21T20:40:35.700571Z

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 800bd4c9-fc92-45bd-8ec6-e5a689463759 · inbound

Cost-Effective Communication: An Auction-based Method for Language Agent Interaction cites this paper.

Cost-Effective Communication: An Auction-based Method for Language Agent Interaction Learning Multi-Agent Communication with Contrastive Learning

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-17T22:05:21.617171Z

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 4ca92764-6410-4e3a-908e-599cb92bfcbc · inbound

SCALE-COMM: Shared, Contrastively-Aligned Latent Embeddings for MARL Communication cites this paper.

SCALE-COMM: Shared, Contrastively-Aligned Latent Embeddings for MARL Communication Learning Multi-Agent Communication with Contrastive Learning

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T17:13:44.526511Z

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.