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Paper Citation Record · LEDGER

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy

As of 18 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2505.07871.

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

pith.paper-citation-record.v1
2505.07871 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:51:27.549191Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy2
  • unresolved47
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8c44a21-870b-4263-a5a5-827eaa5777af · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 1

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.339869Z digest=sha256:517cc0240211b126889d497305cdf2301c0f3d16a074333eeb14cdbdef66ea32

Observation 83d030fa-5ffd-4312-ad4a-6c72e1b710d6 · outbound

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

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 2

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source=pdf_text observed=2026-08-15T22:51:27.344834Z digest=sha256:0911b393b77fa9497956d328c19f3c1d9519db4053bb2a61f5b1bdb0f912b7df

Observation e3808290-cdaa-4823-bb96-30a6f49c1573 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 3

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source=pdf_text observed=2026-08-15T22:51:27.349401Z digest=sha256:8ae54fc633c15340047524f34ba6de637de1b5f57afee7bc3dac2aab67cf6eb8

Observation c66a9711-59f0-406e-ac5e-2dfa8f740d61 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 4

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source=pdf_text observed=2026-08-15T22:51:27.353859Z digest=sha256:61ea4758bf37b4d60f7cc86978b1b42b54238417aeec5496d6ccdfe7b3e6dd80

Observation 0f3b6fb9-c12c-4df7-b3ab-7a3cb8341f8b · outbound

This paper cites Exploring Lottery Prompts for Pre-trained Language Models.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Exploring Lottery Prompts for Pre-trained Language Models

Reference 5

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local_arxiv, observed 2026-08-15T22:51:27.831519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.358437Z digest=sha256:d093f9e2f68247d74753f3d6a496a69f00f5077b2ffe466db1ad2be34c66597f

Observation 4540dbd8-97ae-4ae2-9e28-6dfd17658199 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 6

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source=pdf_text observed=2026-08-15T22:51:27.363139Z digest=sha256:c86debc1ae5256c97fd8aab4bf6d118abfe519c4d48fa05dd7899e0c127e6674

Reference 7

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source=pdf_text observed=2026-08-15T22:51:27.367843Z digest=sha256:1ec959070efe6b832558eaa480225e373c9dd28a9eab8ff8fb73114c57907ace

Observation 297dbd27-470e-4563-8d0d-a4d0c4073e1f · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.372106Z digest=sha256:71d7024395115496112723fc13c21c6f808bc3793e2c477b8efd228372a94519

Observation fba6be6f-20b9-44dc-904e-9d847a25e8ca · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 9

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.375961Z digest=sha256:731ba900c942aecb4933f53b1d4df40001befd126e866032558f46be59786736

Observation 6abd421d-bb74-4fff-a842-a662bd4f430d · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.379687Z digest=sha256:1c3e91916b17e8b51df980112c11118b196103134456ccde0ada9b918f56234e

Observation 35c06aa2-0a4c-4b83-b5f6-f904c389ce39 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.383662Z digest=sha256:1ee27758012dd979e2d46c39aa569d2aeae1fd0d8910f4f37653be7a06f4d164

Observation 1914d939-6c2c-4c29-9e64-e568f7d5aa24 · outbound

This paper cites BERT-based Financial Sentiment Index and LSTM-based Stock Return Predictability.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy BERT-based Financial Sentiment Index and LSTM-based Stock Return Predictability

Reference 12

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source=pdf_text observed=2026-08-15T22:51:27.387358Z digest=sha256:8c3c8759f2546591a9199bca55de4f10b3e00aa03b6b6ae8b4be6f89c54577b1

Observation 1fa845f5-9792-4289-a14f-31599ec0577f · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 13

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.391626Z digest=sha256:d9cd49738112409c1ddf09be117491e8fee199636d05c14409959403acf70863

Observation a3d06be3-3ac3-43af-93b6-e71e29a7cb90 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 14

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source=pdf_text observed=2026-08-15T22:51:27.395713Z digest=sha256:d73799cb573a29ad5dec094c111093d921694260f284f01d33f9925f1632b590

Observation 7de35776-6872-4271-88f9-dc6e1c52809a · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 15

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source=pdf_text observed=2026-08-15T22:51:27.399990Z digest=sha256:4f79dd0ccc0d01d7eea42ebc30cb5639f8c8c15a9e3b816b7a03cb8a1c0775e7

Observation 4a0ddb78-512c-4eef-8d41-634f91b32d95 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 16

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.404362Z digest=sha256:4fe2d111f887e6fbfd2f95694c96b37b6ebbff32498188bd39ddc5bb84ca31e0

Observation 080b384d-8bff-4cdb-a581-56c6eee4a517 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-15T22:51:27.408865Z digest=sha256:698c424c9ea59acebae63dd4b7228b0bbe5f54fea8f4eaae9a2701aec0f1327e

Observation fc9d5377-c66b-42c4-93b3-8508f8b36fd0 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 18

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.417796Z digest=sha256:a44d8fcfc3b54c84d05bb26b34aa9a03b93b6b9158ce8c7f6cd5798d85045264

Observation 3c99c655-1302-4d2b-90aa-8c0559666ee8 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 19

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.421772Z digest=sha256:09a90ff151833f635e986921eaf049167f9aeb555e35f6cb63d569c5782425f9

Observation 140514e3-98d5-4c8e-aa77-c49ebca4cfa3 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 20

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No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.425827Z digest=sha256:73a14bf1653634782999145191b87733964174bd256d73be4ada9ec40d647b67

Observation a8e370f0-0436-4280-b455-9c47a1fc6b0a · outbound

This paper cites I just like the stock.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy I just like the stock

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.429530Z digest=sha256:3c5457ec73d19b92edc024f473adecc81ec8aa0ba1d40a49cb328a69a4a3cdd9

Observation 4c539d49-19e3-40e7-b30f-4a796e3f88e2 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 22

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no resolver link, observed 2026-08-15T22:51:27.433322Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.433322Z digest=sha256:a03bebc18dcda70199cc3105094ea5b4ddf4d3f80ac73a69291821ae7793aacf

Observation 98d0bfae-7e7d-4956-a241-a58b9c78e349 · outbound

This paper cites BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark

Reference 23

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source=pdf_text observed=2026-08-15T22:51:27.436972Z digest=sha256:2a952458cb6def7b5c5f6e3c55e6ddd0b0cb80aacf06bfb844fb72b491a86d99

Observation 6372d8c1-06f4-46d4-8b60-2744ab3e415d · outbound

This paper cites Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Sentence-Level Sentiment Analysis of Financial News Using Distributed Text Representations and Multi-Instance Learning

Reference 24

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source=pdf_text observed=2026-08-15T22:51:27.441357Z digest=sha256:e6f5a60231dde40c5349a0dad9e25780cc51da874e31efebd4699356249f12c6

Observation 97b34844-1034-46e9-b0ff-43286c3630c4 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 25

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.445596Z digest=sha256:260a000cf82fcfdefd0665501ce424a1a413e6fe63febfee8786d1c5c5425c0d

Observation 1f16bdbf-1061-4241-b4d2-c52f18a49657 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 26

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source=pdf_text observed=2026-08-15T22:51:27.449351Z digest=sha256:a0b1df7537de71eaacd21cfae522ab51c3c563059a3d42c6e17c43c6bc2e4103

Observation 4dc3e7e9-83d5-4851-a1ac-543a7cdfc833 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

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Reference 28

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source=pdf_text observed=2026-08-15T22:51:27.460898Z digest=sha256:ce8892bc37ee4f1afbf6e770a491693f399323c0910a6f2acc5772e7fbd90368

Observation f39c1e07-6c44-4778-8947-07799ab5bddf · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.464826Z digest=sha256:6ff5e657562dfb86fe169ce7b6d5adfff088e4efea15081594c05e3d2fdd7441

Observation e4204235-14a1-42d4-a2a1-6ee56eb74b7a · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 30

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source=pdf_text observed=2026-08-15T22:51:27.469393Z digest=sha256:a97be9d57cc4ac11cb4d37e57fee55c8a27a104ccd070c41684e1aca5e86d1ba

Observation ffc64763-6395-4820-acec-425f9b85318f · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.474887Z digest=sha256:2269f9bd59a5522266b635e32843cccafb1f61fa7ba3b1ed469746202489f5ed

Observation 1fd1320d-316e-4496-a3aa-e36cd0dcfbae · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 32

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source=pdf_text observed=2026-08-15T22:51:27.479527Z digest=sha256:cc11368e3f81db09228cf6799afb38316d0ca32a6dc65b2e7508dbcae3f7c33e

Observation cefe3b52-fd5b-41df-84b1-31a8eeea0af9 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.483582Z digest=sha256:1f13e7a538a94dea21910f87b29adc614ca4d9057a986ac58a35704987e2ef6c

Observation c4cde7fe-580a-44a1-9205-4262350a49bf · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 34

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raw_fallback, observed 2026-08-15T22:51:27.916898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.491678Z digest=sha256:804a565b3f08eeab787065a4d3406a79f3e326ef81ac5aa879f918b49d33a802

Observation 1128b8df-82c6-4c2d-92c2-11b43c1ea4b5 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 35

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raw_fallback, observed 2026-08-15T22:51:27.905608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.495897Z digest=sha256:ac6cc7822338a6f2bed492d0dd411b3aabb0eac46734209f40a893d53335ea97

Observation 8e1e2779-42cc-4b89-9a6e-744f7ca40ffb · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 36

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.499695Z digest=sha256:8947a46cc987566840211cc06983d40906b0b4521befc153422956fc346b1927

Observation c3e99814-d4a8-4201-8b84-7018603efb3b · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 37

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raw_fallback, observed 2026-08-15T22:51:27.888858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.503888Z digest=sha256:e157de5970d415308647d5e644b9b24a7f3bc8e1da9ffb6bed78bf0e14967585

Observation 4e30e785-f7a0-4c8b-b508-7903cb11e699 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.507786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.507786Z digest=sha256:b7664ce42cf96057bb33a56f04e328fa7848435321758148b2cc29abd10a4050

Observation e54f8d28-2135-4594-85fc-feff4f61d815 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.512670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.512670Z digest=sha256:ff424e238e69ddc91255aac14b466a266c3ebaa13dabcdef0c795a6b250f138c

Observation cd7ee50e-88e1-456f-85a9-6a025c074e20 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:51:27.866896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.517025Z digest=sha256:1d28b3c776d365035c267b35d001adbef1dc47cf36a6f3164ced5fa6f3424eed

Observation 4a65e56c-0e16-4751-b79d-4c7df6b05e81 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.521173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.521173Z digest=sha256:953e59826765a2065260baeed052b790b55b490704fb5bed546819c66e7c1c06

Observation ccbf3761-5582-4ad6-a7ac-030b06a8ea9b · outbound

This paper cites PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.529828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.529828Z digest=sha256:62e869a7b81ffe3d75ba89d4b500c1f2b860e6ff999d73fc7522623a0fb0f374

Observation 5d3de7c3-790f-4840-8ef4-ca08fffe542d · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.535736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.535736Z digest=sha256:e0592860e3ab6efb60123d8df847ce3076fc4cce29eeb8cdddee340d064f9193

Observation 083100c4-1e9a-485c-a2fb-475e50727bc9 · outbound

This paper cites FinBERT: A Pretrained Language Model for Financial Communications.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy FinBERT: A Pretrained Language Model for Financial Communications

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.541175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.541175Z digest=sha256:161803c11d5844452e39f89189ccd2d30e3551f9eb0610e3aa8a374669cc872b

Observation 05c0d9ba-04ab-4091-a179-a7511fc369a9 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy BloombergGPT: A Large Language Model for Finance

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.525423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.525423Z digest=sha256:73616f28a59bf03fd895216d01ddd7859a716a3f0bde79508837e1d2332433d7

Observation df69238f-d748-4fbb-b6eb-de8a110ab1e3 · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy OPT: Open Pre-trained Transformer Language Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.549191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.549191Z digest=sha256:e2f15730b81559b0d685b579d1e9b24e2960a8857cc1dff8ef8af504d0e10aa8

Observation 8f98b46b-49f1-4f54-984f-4b57a445fa7b · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:51:27.851345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.545359Z digest=sha256:db678bf6566208c94f37031320403768f8d2aa1c6782fd788e15741f53edd438

Observation 5aaf04e0-b928-40e3-a153-1a3b71467ea8 · outbound

This paper cites Journal of the Association for Information Science and Technology65, 4 (2014), 782–796.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Journal of the Association for Information Science and Technology65, 4 (2014), 782–796

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T22:51:27.974614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.453221Z digest=sha256:44bc42c0b44e0050538925b1d4fb9506d9937b2b198a4587575eb28565b62fa9

Observation 0404fe86-ad23-4d10-97ea-1f4fe849dc31 · outbound

This paper cites an unresolved cited work.

Evaluating Financial Sentiment Analysis with Annotators Instruction Assisted Prompting: Enhancing Contextual Interpretation and Stock Prediction Accuracy Unresolved cited work

Reference 2018

Resolution
unresolved
raw_fallback, observed 2026-08-15T22:51:27.927674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T22:51:27.487751Z digest=sha256:870847c9a607964ae58005408de2011f44e1dd5b7e71abd56ec817cc0a814f8c

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-15T22:51:27.413494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T22:51:27.413494Z digest=sha256:6a48679f940456775d00f0f3a47cf10a0e9c61a44e60593741772a3612cc382e

Pith citing papers

No inbound Pith citation observations are available.