Pith. sign in

Paper Citation Record · LEDGER

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2312.01823.

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

pith.paper-citation-record.v1
2312.01823 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:21:28.151808Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-22T21:52:10.318887Z

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 3c86ee35-6580-4e3e-a5d9-06b33a76a49f · inbound

Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models cites this paper.

Enhancing Answer Reliability Through Inter-Model Consensus of Large Language Models Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Reference 2010

Resolution
unresolved
no resolver link, observed 2026-08-12T13:21:28.151808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:21:28.151808Z digest=sha256:faebd276abd33c900f43010aa8c1f07844c1849b0da5d0f0cd7765efe0dee649

Observation 86b37022-1292-43da-a263-7e7a9351c7e9 · inbound

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs cites this paper.

IntelliChain: An Integrated Framework for Enhanced Socratic Method Dialogue with LLMs and Knowledge Graphs Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T21:54:37.647284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:54:37.647284Z digest=sha256:e39629f902eb247d43c1ae52c19cbe27c6d5c8bc80786549c87df82356348f12

Observation 23128392-fa87-4338-8bc6-4a8ffdef85ef · inbound

Large Language Model Agent: A Survey on Methodology, Applications and Challenges cites this paper.

Large Language Model Agent: A Survey on Methodology, Applications and Challenges Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Reference 117

Resolution
verified exact
arxiv_id, observed 2026-05-22T21:52:10.322147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-22T21:51:34.309870Z digest=sha256:f1241c8763fd03fc94931e566dd6198d2879187787e90113b82e9f19782a2a5b

Observation 06b32cb4-11e3-4754-a341-b43ac15c7642 · inbound

Bridging Literature and the Universe Via A Multi-Agent Large Language Model System cites this paper.

Bridging Literature and the Universe Via A Multi-Agent Large Language Model System Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-06T18:12:39.373091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T18:12:39.373091Z digest=sha256:2ba57d90bc182b560d8e0a49236e99da617e7be5593cac78dc3bd7c4b3c7cfbb

Observation 76f2f14c-ec27-4c58-a4ff-fdf5e792d3fb · inbound

The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning cites this paper.

The Reasoning Trap: An Information-Theoretic Bound on Closed-System Multi-Step LLM Reasoning Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:41:04.062360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=arxiv_source observed=2026-05-10T15:52:43.274993Z digest=sha256:c58538505e182767ec8e1c4453a36458e564d315233ee2f361afcb87a8e7ee26