Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T21:34:21.041829Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.05899.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T21:34:21.041829Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 6f5f370b-fa59-41b3-a894-7083283235ea · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Efficient capital markets: A review of theory and empirical work,
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cebcb2f9-a1f5-4e64-ae84-60f2366c359a · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock NewsMTSC: A dataset for (multi-)target- dependent sentiment classification in political news articles,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 79a3756e-ceaf-4bdb-bf84-c42b8d74c1ae · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Machine learning sen- timent analysis, COVID-19 news and stock market reactions,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d88fd01-867a-4d5b-ae6c-3c71ae49681a · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Financial market sentiment and stock return during the COVID-19 pandemic,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0df61c34-7c4b-4119-a7e4-668d32f03b19 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Feverish sentiment and global equity markets during the COVID-19 pandemic,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c74e872c-14a8-453c-83d7-631e44382355 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Constructing a positive sentiment index for COVID-19: Evidence from G20 stock markets,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 861eaede-520c-4e88-ad39-e87b474e1f55 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Positive COVID-19 related sentiment, economic uncertainty and risk manage- ment implications,
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a2fb3be9-66d0-4864-99b8-ea5e493be4a5 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Economic news, social media sentiments, and stock returns: Which is a bigger driver?
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dd9d95e1-6ea5-4d6c-b6c1-4594c6bbafb0 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Does it really pay off for investors to consider information from social media?
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1e205824-dfdd-4da5-aa52-b10a65956c0c · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock News vs. social media: Sentiment impact on stock performance of big tech companies,
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 83c7f539-22f3-42a3-8025-09e90d507fac · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Investor attention and reaction in COVID- 19 crisis: sentiment analysis in the Indian stock market,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1f916624-feb6-43e7-b333-114aa6f341ef · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Does media sentiment affect stock prices? evidence from China’s STAR market,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 78cfd5bf-bc09-4f51-bef0-e076848aaa93 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock The way digitalization is impacting international financial markets: Stock price synchronicity,
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e6e9af5d-a191-497b-9047-e9096fa22a73 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Firm-level investor sentiment and corporate announcement returns,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1bb33cc3-1caa-4b97-9bca-64cd69a3f5ac · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock MulFSA: Multi-level Financial Sentiment Analysis Framework for Bond Market
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 053f9862-c3be-4349-9b2a-5eb531f73e65 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Stock price prediction using FinBERT-enhanced sentiment with SHAP explainability and differential privacy,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6fb7de0e-2df4-4214-9802-d70457fdbf8c · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock FinBERT: Financial Sentiment Analysis with Pre-trained Language Models
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5bcba49-3d4c-4afe-840a-41a9a9716262 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock FinBERT: A pre- trained financial language representation model for financial text min- ing,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation f079eb2b-bd99-4279-b205-576b9ef8b88f · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Advanced financial sentiment analysis using FinBERT to explore sen- timent dynamics,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bfa8a912-2665-476e-b1c0-009bd40f25c4 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock FinEntity: Entity- level sentiment classification for financial texts,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 29e1702e-ec85-454a-82cb-eb18704bedb8 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Entity-level sentiment analysis (ELSA): An exploratory task survey,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation fd119adf-196d-4a6f-bdd6-e62567c76e2a · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock A multi-source entity-level sentiment corpus for the finan- cial domain: the FinLin corpus,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 644b79a4-ae56-43fa-9dde-e4a5f44b50ca · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Evaluating large language models for stance detection on financial targets from SEC filing reports and earnings call transcripts,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e251b5a1-049f-4b85-aa65-b9fef3662bfc · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Beyond correlation: Refutation-validated aspect-based sentiment analysis for explainable energy market returns,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation bed3831b-3f0b-4001-ad1b-e4fdef1016e0 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Are ChatGPT and GPT-4 general-purpose solvers for financial text analytics? a study on several typical tasks,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b0070528-d6f1-425d-a444-3a8d6556dc6b · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Large language models in finance : what is financial sentiment?
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation b2ae1559-3aed-46bd-ac1e-805839fa1c5b · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Reasoning or overthinking: Evaluating large language models on financial sentiment analysis,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1cd3cf08-dd70-4481-81cb-c03bed00d49a · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Can AI Read Between The Lines? Benchmarking LLMs On Financial Nuance
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5d99a096-9e73-416b-9c02-da9392d443ec · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Prompt Sentiment: The Catalyst for LLM Change
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09fd617e-1c47-4077-8907-ecfb1e07f2b5 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Fin-Bias: Comprehensive Evaluation for LLM Decision-Making under human bias in Finance Domain
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 1de9ba9e-4e11-4ec8-8003-9434e61e2225 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Look-Ahead-Bench: a standardized benchmark of look-ahead bias in point-in-time LLMs for finance,
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7daf55f2-17db-473e-8088-18f19c8f9b07 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Fake date tests: Can we trust in-sample accuracy of LLMs in macroeconomic forecasting?
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa550487-e901-4192-9ff9-2c4df59889c2 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Incorporating stock market signals for Twitter stance detection,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 7fc7141d-8cd1-4cf5-badb-94dc72e55c21 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Examining time-varying causality: investor sentiment and asset spreads across COVID and Ukraine war periods,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 931d4f62-2b77-4acf-99c4-3151d93ab702 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Investor sentiments and stock markets during the COVID-19 pandemic,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 0cdd6280-67f0-43ac-ad15-adc5a3c2ce0b · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock News and markets in the time of COVID-19,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a67e504d-f574-4411-944e-327f317f5bc7 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Firm level return–volatility analysis using dynamic panels,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 92d1c5b6-b9a1-48b2-a8c4-6b979da883e0 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Structural breaks in online investor sentiment: A note on the nonstationarity of financial chatter,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 3a9d8cf9-ef9d-4b3d-a02f-5f5201ba9189 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Impact of COVID-19 on stock indices volatility: Long-memory persistence, structural breaks, or both?
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation ebee71e2-4211-4430-be88-11bb0048f3c9 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Structural breaks in interactive effects panels and the stock market reaction to COVID-19,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dd14c68c-b099-4976-b78c-1b842c7d023c · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Multiple structural breaks in interactive effects panel data models,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e66a0f35-3d76-4ba3-8bf1-27a7d46bfb70 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Testing and estimating structural breaks in time series and panel data in Stata,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 4c296bce-78d4-479c-abc3-15a671f9b4b2 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Estimation of panel group structure models with structural breaks in group memberships and coefficients,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 35610969-3d1f-40d8-8a9f-53672d3a4e09 · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Discovering what mattered: Detecting unknown treatment as breaks in panel models,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6e967d8a-40c5-4bf4-b726-75ce8de88cba · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Vector autoregressive-based Granger causality test in the presence of instabilities,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 70231382-070a-4e60-a90a-e99bd91cc62d · outbound
Quantitative Analysis of Media Bias and Stock Price Dynamics: The 2020 Shock Disaster resilience and asset prices,
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
No inbound Pith citation observations are available.