Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-08T06:04:54.665803Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2502.08205.
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 2026-08-08T06:04:54.665803Z
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
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 636ca59a-97d9-43c0-b06a-a90e4bc6ed3f · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction GPT-4 Technical Report
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d210bd7f-096e-4d3a-80dd-30b646eabfb2 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Future retrieval: What does the future talk about? In Workshop on Enriching Information Retrieval of the 34th ACM Annual SIGIR Conference (SIGIR 2011), pages 3–pages,
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 fa271793-ea42-4fdf-9fef-8d3c320d9039 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Glm: Gen- eral language model pretraining with autoregressive blank infilling,
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 f96dbb19-79f6-4470-b202-1a8ec8357d00 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Bias and fairness in large language models: A survey
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 68d4e535-e98c-418a-b5eb-87f9f273687d · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction What happens next? future subevent prediction using contextual hierarchical lstm
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 35b375eb-d8c5-4039-897d-350b97adbb81 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Estimating the time between twit- ter messages and future events
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 0295ceca-9ba1-4b68-9601-25094bc8d2ba · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Temporal ranking of search engine results
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 1df2bc1c-86fe-43f8-b359-3c235bbe319e · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Supporting analy- sis of future-related information in news archives and the web
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 9c6cbca5-28eb-453e-bdcb-22b3eaecf077 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Analyzing collective view of future, time- referenced events on the web
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 64d4aa6b-8a8d-4ef0-ab6f-a0fabbe7b7a7 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Mapping temporal hori- zons: Analysis of collective future and past related atten- tion in twitter
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 57cae756-0ae9-4c8f-aa45-ba8369d5fb03 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Improving retrieval of future-related information in text collections
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 977b7451-6f32-434f-9642-0ab20e452411 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Ranking related news predictions
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 9f369f42-497c-4c06-be00-aa4bbefc4425 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Chronoseeker: Search engine for future and past events
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 cbe563b1-57e7-4eef-a0a2-bfe09060baf8 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0624357d-c5dd-4544-b75e-9b867dc7f6f1 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Morphology and lexical semantics
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 c823b8aa-3b79-4e13-84cd-a5a72d205820 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Roberta: A robustly optimized bert pretraining approach,
Reference 29
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 454e3f72-c558-4f51-8401-595d6ef55057 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction RoBERTa: A Robustly Optimized BERT Pretraining Approach
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cbad9df6-dd67-4aed-a5c6-6cbc6fb98099 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting
Reference 31
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 f81fb74a-a206-4cc7-8593-3a66996c0217 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Robust temporal processing of news
Reference 32
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 d85f978e-21a3-4d32-8742-690541944b32 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Monte carlo simu- lation
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 15c4f259-b6cb-4c02-892c-32d993e6dfee · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Automatic extraction of references to future events from news articles using se- mantic and morphological information
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 65b7e635-3e8c-42cb-a7b0-4ba4fd250f42 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Navigating tomorrow: Reliably assessing large language models performance on future event prediction,
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 5d5abd67-95b8-4dd9-9ec6-843d0d959d3d · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Computational exploration to linguistic structures of future: Classification and categorization
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 4f645b4e-e268-49de-a8dd-01b5e8d1c1c2 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Training language models to follow instruc- tions with human feedback
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f881abea-dfd0-4920-b982-3e327cfb4f9b · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Evaluating encoder models for future event forecasting/submitted by fabio pernegger
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 d8a86cee-b2a9-4759-ac81-18e32e9bd304 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Mining the web to predict future events
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 6b428a45-2be6-4a39-a865-bb2e0a1aee24 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction A survey on bias de- tection in online news using deep learning
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 e5e1e8b7-748f-40c9-baac-0e33396c3177 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Future timelines: Extraction and vi- sualization of future-related content from news articles
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 7ef4c0c3-6586-4fc6-bf6a-d27bb7243c2c · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11b1fa12-2cbb-4644-a2a8-b19e2b30dbe7 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Extraction and exploration of spatio- temporal information in documents
Reference 47
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 e1967ae8-6713-47f8-935d-229da9b6221c · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Predicting time-to-event from twitter mes- sages
Reference 48
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 d4686527-3d8a-423a-8a3b-3db8aef07c4e · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Multi- timeline summarization (mtls): Improving timeline sum- marization by generating multiple summaries
Reference 49
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 55bdcb8b-5110-4b60-81a7-30a8c1fcb2ec · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Large language models as event forecasters,
Reference 51
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 fd340a01-e73f-4028-b32f-076e36a71207 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Forecast- ing future world events with neural networks
Reference 52
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 9de509ae-4880-4c23-bed2-a2faa3435c54 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Analyzing the Role of Context in Forecasting with Large Language Models
Reference 1997
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c9fa8ec-b307-49d1-87f6-f759a3f1efaa · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction The language of time: a reader
Reference 2000
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 924b9404-f1d0-42dc-b6c9-4fc5fc1902ce · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction What is the temporal value of web snippets?
Reference 2005
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 84e900a1-8c64-4583-b456-1bd0478ab8bd · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Searching the fu- ture
Reference 2009
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 1ce6fe1f-86f2-47b4-bf28-cf096f295908 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Multi-lingual analysis of future-related informa- tion on the web
Reference 2010
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 dc28ba45-f38f-496a-b84f-0a6fcb541a02 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Identifying top relevant dates for implicit time sensitive queries
Reference 2011
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 05811b90-6a54-4531-bcdd-0bb0a6eff50b · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Extracting collective expectations about the fu- ture from large text collections
Reference 2013
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 f9316a37-0728-4edf-8625-ac236d9fc3b0 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Future predic- tion with automatically extracted morphosemantic pat- terns
Reference 2014
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 7c7aefdd-cc05-4eed-a623-182229db23bf · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
Reference 2015
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b673e642-15b2-419f-a443-0277aad10ccf · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Learning towards abstractive timeline summarization
Reference 2017
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 1194ee2a-b58e-43b0-aa7f-0dfe0a013734 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Clustering and exploring search results using timeline constructions
Reference 2018
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 94d59b8b-bc2b-4153-8523-1a084c733187 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Dynamic knowledge graph based multi- event forecasting
Reference 2019
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 ab9ee72e-63b4-457e-aebc-92995418e0b3 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Bert: Pre-training of deep bidirectional transformers for language understand- ing,
Reference 2020
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 59551cb7-0342-463b-942f-1c334a4dada8 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models
Reference 2021
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 c922fbdb-30c6-43a9-a9e6-c78aa24269a0 · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction A multidimensional dataset based on crowdsourcing for analyzing and detecting news bias
Reference 2022
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 d7db3574-af6c-4fad-8106-c07f37a1c4fa · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Automatic Identification of Arabic expressions related to future events in Lebanon's economy
Reference 2023
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 1721af6a-d740-4ab4-b535-751fe72387cf · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Embedding time expressions for deep temporal ordering models
Reference 2024
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 623d717f-9111-42b1-9429-13539c2483db · outbound
Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Investigation of fu- ture reference expressions in trend information
Reference 2025
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.