Paper Citation Record · LEDGER

InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2309.13064.

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

pith.paper-citation-record.v1
2309.13064 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 15 of 15 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T10:32:16.655756Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T13:24:40.014808Z

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 28da5d80-d326-4f27-80d9-fd289fbd5d6f · inbound

A Survey on the Memory Mechanism of Large Language Model based Agents cites this paper.

A Survey on the Memory Mechanism of Large Language Model based Agents InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 113

Resolution: verified exact; arxiv_id, observed 2026-05-15T07:21:40.031566Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6203de78-ea1f-4953-8aac-e5b02eab560e · inbound

Bridging Language Models and Financial Analysis cites this paper.

Bridging Language Models and Financial Analysis InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 115

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:12:20.744070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8c2a9eb9-7128-449d-9e05-8551e502aaa5 · inbound

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis cites this paper.

FinMultiTime: A Four-Modal Bilingual Dataset for Financial Time-Series Analysis InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:32:16.655756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 858b7db2-92ad-43dc-a895-92883eea4f1c · inbound

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications cites this paper.

Assessing the Capabilities and Limitations of FinGPT Model in Financial NLP Applications InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T19:50:40.862273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cda6616d-4795-4d6d-b2ef-2226a240e5cf · inbound

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios cites this paper.

FinTeam: A Multi-Agent Collaborative Intelligence System for Comprehensive Financial Scenarios InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T20:02:14.343795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba21d506-dd3d-4b91-b5ab-adf62cb7819f · inbound

Perovskite-R1: a domain-specialized large language model for intelligent discovery of precursor additives and experimental design cites this paper.

Perovskite-R1: a domain-specialized large language model for intelligent discovery of precursor additives and experimental design InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-22T00:30:49.349837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation b4d3d5e3-2782-471f-8ba4-c1d2fdb03c75 · inbound

Survey of Specialized Large Language Model cites this paper.

Survey of Specialized Large Language Model InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:37:49.348575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3c84244-1add-4bfa-947c-e7789873a72c · inbound

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) cites this paper.

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-05-18T17:42:46.455210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 13ca41bb-7752-49ef-a5b2-b613937e00c0 · inbound

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) cites this paper.

MetaGraph: A Large-Scale Meta-Analysis of GenAI in Financial NLP (2022-2025) InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-04T18:57:21.800105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8151049-4208-4361-82d6-4f58608437ef · inbound

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models cites this paper.

AgenticEval: Toward Agentic and Self-Evolving Safety Evaluation of Large Language Models InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:36:22.448968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bbcfbad0-22e5-4efa-aff7-9c51bb5567e3 · inbound

Moira: Language-driven Hierarchical Reinforcement Learning for Pair Trading cites this paper.

Moira: Language-driven Hierarchical Reinforcement Learning for Pair Trading InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-05-11T16:26:05.961645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 128cde12-d392-43dc-bc3a-4e71e3c7effa · inbound

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery cites this paper.

From Feedback Loops to Policy Updates: Reinforcement Fine-Tuning for LLM-Based Alpha Factor Discovery InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-19T14:47:36.269386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation edae67ae-1e4c-4337-9d18-02957179ff98 · inbound

Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems cites this paper.

Market Regime Council for Dynamic Credit Assignment in Multi-Agent LLM Decision Systems InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-30T13:24:40.016367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a7489cec-5390-4f64-8fb7-acf152f42aae · inbound

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text cites this paper.

SCOPE and SCION: A Benchmark and an Auditable Reference Pipeline for Schema Induction and Fusion from Text InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-02T13:37:01.604522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation caae5bcc-72f0-4cf2-a71d-504049973f45 · inbound

Hierarchical Reranking for Scalable Financial RAG System cites this paper.

Hierarchical Reranking for Scalable Financial RAG System InvestLM: A Large Language Model for Investment using Financial Domain Instruction Tuning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T06:25:06.299146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.