Paper Citation Record · LEDGER

Financial News-Driven LLM Reinforcement Learning for Portfolio Management

As of 20 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 2 inbound Pith citation observations for arXiv:2411.11059.

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

pith.paper-citation-record.v1
2411.11059 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:02:52.397134Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:14:42.645734Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T12:59:23.562737Z

Reference resolution

14 of 14 outbound references displayed

verified exact3
verified fuzzy0
unresolved10
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 03597413-d885-4626-ba31-9070fbc1be36 · outbound

This paper cites an unresolved cited work.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.344750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aff07132-e02c-46cd-96f9-df004c9e4596 · outbound

This paper cites OpenAI Gym.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management OpenAI Gym

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.349870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 859c6b6e-7b85-47b8-9795-53686c12bdaa · outbound

This paper cites J., & Hwang, B.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management J., & Hwang, B

Reference 3

Resolution: verified exact; doi, observed 2026-08-12T19:02:52.514544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 37d4625a-ca72-41e2-8191-cd219e30e900 · outbound

This paper cites an unresolved cited work.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Unresolved cited work

Reference 4

Resolution: malformed identifier; no resolver link, observed 2026-08-12T19:02:52.358864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b1e59f1-4fb9-4839-b4c6-e8e4230eb4c1 · outbound

This paper cites an unresolved cited work.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-12T19:02:52.503764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bb85db7f-2c6c-435e-baf0-5e31b5073944 · outbound

This paper cites A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.366842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 441929af-1f62-4a89-a3e2-5ac6de18bfc8 · outbound

This paper cites an unresolved cited work.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-12T19:02:52.482523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f77e5b69-c133-418b-a4cf-580e50f51c60 · outbound

This paper cites Continuous control with deep reinforcement learning.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Continuous control with deep reinforcement learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.374825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a096b1c7-8739-4aee-a6bc-cb1258981b48 · outbound

This paper cites an unresolved cited work.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.378348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a174bb9-6081-49ef-9d6f-5ff6c33c7942 · outbound

This paper cites BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.381699Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5b89c83-58e8-4f20-9e99-df135c6650f4 · outbound

This paper cites S., & Barto, A.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management S., & Barto, A

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.385593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a936150b-b4b9-4974-8f8d-bb69fa77e159 · outbound

This paper cites Deep Reinforcement Learning for Trading.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Deep Reinforcement Learning for Trading

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.388848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 080052d0-6a15-4520-805a-971e8d2a371d · outbound

This paper cites Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Financial Sentiment Analysis on News and Reports Using Large Language Models and FinBERT

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.393281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd914a48-170a-429f-b77c-c8eaff2ac214 · outbound

This paper cites Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models.

Financial News-Driven LLM Reinforcement Learning for Portfolio Management Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T19:02:52.397134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 30e8ab7c-060d-45bd-9f2b-dc7ed43ccc41 · inbound

FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents cites this paper.

FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents Financial News-Driven LLM Reinforcement Learning for Portfolio Management

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:59:23.568395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d0681238-ebd7-4be6-9311-2d6bf2ddd45c · inbound

HARLF: Hierarchical Reinforcement Learning and Lightweight LLM-Driven Sentiment Integration for Financial Portfolio Optimization cites this paper.

HARLF: Hierarchical Reinforcement Learning and Lightweight LLM-Driven Sentiment Integration for Financial Portfolio Optimization Financial News-Driven LLM Reinforcement Learning for Portfolio Management

Reference 2007

Resolution: unresolved; no resolver link, observed 2026-08-15T18:14:42.645734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.