Pith. sign in

Paper Citation Record · LEDGER

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study

As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2505.16136.

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

pith.paper-citation-record.v1
2505.16136 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:09:04.978200Z

measured 13 of 13 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:14:39.130295Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

12 of 12 outbound references displayed

  • verified exact0
  • verified fuzzy1
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3fea8e50-ae43-4052-8de4-6a5831a0ed2f · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:03.452413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:03.452413Z digest=sha256:f71acc58a1b6742c7f33b23da400c9b9eff93d60354788b4f806bbe9f32c87f3

Observation 27feef3d-c1a5-4fa9-a708-fc716b29518e · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:07.541273Z

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.

source=pdf_text observed=2026-08-07T15:09:03.573158Z digest=sha256:54894e772b3c674ef2c4805f108c28107875f482a30cfcf0ef68b53f303bcaa7

Observation 0f3abfee-8329-461f-9fe5-0d1ca4c76804 · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:07.289298Z

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.

source=pdf_text observed=2026-08-07T15:09:03.724794Z digest=sha256:26a448368f24f1805d31c0cf528941e2d3bb488a312ff6730bdd138dfc352867

Observation 7a315058-3624-407a-a6e1-08b773b3c5a1 · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:07.115476Z

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.

source=pdf_text observed=2026-08-07T15:09:03.878002Z digest=sha256:7a698936107f3fb1c694e6aedab667443bc0fc22670091dd18df93f62a4a001d

Observation b570c1f7-90bc-4180-9c1c-a774ad29d2f9 · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:06.858090Z

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.

source=pdf_text observed=2026-08-07T15:09:04.034464Z digest=sha256:d0edfbe48fe2516594338ee4c5277d19cf3fc60586bcb0ba7f6d325f61d45bae

Observation 4525baa7-875c-4dd3-9398-32c812a6c26e · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:06.545891Z

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.

source=pdf_text observed=2026-08-07T15:09:04.134934Z digest=sha256:17b8448675af75b0ad8c70ae39111275c70fc3b17f6eef8f390460ea51d44455

Observation 2d5076f9-a3bf-4830-b5de-3044f1eb2ada · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:06.298338Z

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.

source=pdf_text observed=2026-08-07T15:09:04.292679Z digest=sha256:60c620f526aaf124f9ca3bc08679a24d96aa3af2ab9cf1492205fcb41736f9c3

Observation 6f432d60-470c-418b-b065-309c5d6f3a1c · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:06.038413Z

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.

source=pdf_text observed=2026-08-07T15:09:04.417571Z digest=sha256:3d71af34c6d532bf0e07da6f00d28c733dd6474d53a6746ed4881c6e16f612f7

Observation 4ca4c100-cc76-4f0b-9d95-bd65604c48cf · outbound

This paper cites M., & Lee, S.-I.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study M., & Lee, S.-I

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:09:05.796845Z

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.

source=pdf_text observed=2026-08-07T15:09:04.570573Z digest=sha256:5ab367c8116286973f6f17d63cba6f2ea12c5173ea43244423e2259bd998a889

Observation dc94706e-f46d-4ca6-95f8-d554c6af5470 · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:05.523081Z

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.

source=pdf_text observed=2026-08-07T15:09:04.724660Z digest=sha256:138d6750a154967a1197e0dabd424ff0cadf35bdcff6b4da6e06e2be34373119

Observation 7794dc59-d5df-4893-b473-82519c2c1231 · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:09:04.843148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:09:04.843148Z digest=sha256:c5d93f6ba1d9dc61e83d6e8714bacf9398b72c35795e8b81e72fa5a339877a74

Observation 46c0739a-f7a8-4884-b7e5-3b0c033e8a57 · outbound

This paper cites an unresolved cited work.

Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:09:05.298605Z

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.

source=pdf_text observed=2026-08-07T15:09:04.978200Z digest=sha256:c6a9d426bc64f7dc106436ea44309c9463f3243da80b63b9f21c80f39797f8ab

Pith citing papers

Observation 21990bd5-729f-4f1f-a535-2800f8fe76df · inbound

Measuring Sentiment News with Transformer-Based Language Models cites this paper.

Measuring Sentiment News with Transformer-Based Language Models Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-02T03:14:39.130295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-02T03:14:39.130295Z digest=sha256:c4cb538ff979985c521e822893c22698f334ebc53f8c07b4f74b2822d75c26c0