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Paper Citation Record · LEDGER

The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:1910.05291.

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

pith.paper-citation-record.v1
1910.05291 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:26:21.307814Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-07T13:22:48.717017Z

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 537c7fbf-83cb-4fbc-8115-1c2a0647aeea · inbound

Unsupervised Translation of Emergent Communication cites this paper.

Unsupervised Translation of Emergent Communication The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-08T12:26:21.307814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T12:26:21.307814Z digest=sha256:0a9d6757d6edb09e16cc58d281636838426e1839dd86e9381bc2eec06495f58a

Observation ced47362-ab94-487b-ba21-0e74b1f06889 · inbound

Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired cites this paper.

Cognitively-Inspired Emergent Communication via Knowledge Graphs for Assisting the Visually Impaired The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-07T13:22:48.793955Z

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.

source=arxiv_source observed=2026-08-07T13:22:42.022787Z digest=sha256:4d24d89b12b32a2d94355cd3024c52ed4374affab4f6114548a57999fab6ad73