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Paper Citation Record · LEDGER

BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2404.02053.

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

pith.paper-citation-record.v1
2404.02053 v2

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 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T19:02:52.381699Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T19:34:08.546640Z

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 1a174bb9-6081-49ef-9d6f-5ff6c33c7942 · inbound

Financial News-Driven LLM Reinforcement Learning for Portfolio Management cites this paper.

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.

source=pdf_text observed=2026-08-12T19:02:52.381699Z digest=sha256:2cb120ca61be2e9667472d48f78f92c237795bf22d5d088f0be171b07b429f1e

Observation c02636f9-e721-4d7a-b891-6ae61b3e9af0 · inbound

Analyzing public sentiment to gauge key stock events and determine volatility in conjunction with time and options premiums cites this paper.

Analyzing public sentiment to gauge key stock events and determine volatility in conjunction with time and options premiums BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-08T19:34:08.550425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-08T19:34:08.304542Z digest=sha256:da2eddb3aafcd16f087f4c34f0e7cf947a242a990b470b19000c6eca8eea3c13