Paper Citation Record · LEDGER

Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2401.05799.

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

pith.paper-citation-record.v1
2401.05799 v1

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 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:47:38.762403Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T01:12:20.798066Z

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 2b207378-b4ec-48f9-a0a7-760ff553461e · inbound

Bridging Language Models and Financial Analysis cites this paper.

Bridging Language Models and Financial Analysis Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

Reference 109

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:12:20.800427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5642dde-b820-4321-b5c4-1219b425b296 · inbound

Improving monotonic optimization in heterogeneous multi-agent reinforcement learning with optimal marginal deterministic policy gradient cites this paper.

Improving monotonic optimization in heterogeneous multi-agent reinforcement learning with optimal marginal deterministic policy gradient Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:38.762403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5729bd21-93f7-4e45-a202-4d714e352537 · inbound

ContestTrade: A Multi-Agent Trading System Based on Internal Contest Mechanism cites this paper.

ContestTrade: A Multi-Agent Trading System Based on Internal Contest Mechanism Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T10:12:19.891022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eefabf98-0142-418b-9a1f-2b26bf2a75f5 · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents Designing Heterogeneous LLM Agents for Financial Sentiment Analysis

Reference 218

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:18:20.418110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.