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Paper Citation Record · LEDGER

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction

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.

pith.paper-citation-record.v1
2502.08205 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T06:04:54.665803Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

52 of 52 outbound references displayed

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  • verified fuzzy41
  • unresolved7
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 636ca59a-97d9-43c0-b06a-a90e4bc6ed3f · outbound

This paper cites GPT-4 Technical Report.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction GPT-4 Technical Report

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation d210bd7f-096e-4d3a-80dd-30b646eabfb2 · outbound

This paper cites 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,.

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

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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.

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Observation fa271793-ea42-4fdf-9fef-8d3c320d9039 · outbound

This paper cites Glm: Gen- eral language model pretraining with autoregressive blank infilling,.

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

Resolution
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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.

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Observation f96dbb19-79f6-4470-b202-1a8ec8357d00 · outbound

This paper cites Bias and fairness in large language models: A survey.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Bias and fairness in large language models: A survey

Reference 13

Resolution
verified fuzzy
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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.

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Observation 68d4e535-e98c-418a-b5eb-87f9f273687d · outbound

This paper cites What happens next? future subevent prediction using contextual hierarchical lstm.

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

Resolution
verified fuzzy
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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.

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Observation 35b375eb-d8c5-4039-897d-350b97adbb81 · outbound

This paper cites Estimating the time between twit- ter messages and future events.

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

Resolution
verified fuzzy
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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.

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Observation 0295ceca-9ba1-4b68-9601-25094bc8d2ba · outbound

This paper cites Temporal ranking of search engine results.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Temporal ranking of search engine results

Reference 18

Resolution
verified fuzzy
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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.

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Observation 1df2bc1c-86fe-43f8-b359-3c235bbe319e · outbound

This paper cites Supporting analy- sis of future-related information in news archives and the web.

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

Resolution
verified fuzzy
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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.

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Observation 9c6cbca5-28eb-453e-bdcb-22b3eaecf077 · outbound

This paper cites Analyzing collective view of future, time- referenced events on the web.

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

Resolution
verified fuzzy
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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.

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Observation 64d4aa6b-8a8d-4ef0-ab6f-a0fabbe7b7a7 · outbound

This paper cites Mapping temporal hori- zons: Analysis of collective future and past related atten- tion in twitter.

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

Resolution
verified fuzzy
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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.

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Observation 57cae756-0ae9-4c8f-aa45-ba8369d5fb03 · outbound

This paper cites Improving retrieval of future-related information in text collections.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Improving retrieval of future-related information in text collections

Reference 24

Resolution
verified fuzzy
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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.

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Observation 977b7451-6f32-434f-9642-0ab20e452411 · outbound

This paper cites Ranking related news predictions.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Ranking related news predictions

Reference 25

Resolution
verified fuzzy
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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.

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Observation 9f369f42-497c-4c06-be00-aa4bbefc4425 · outbound

This paper cites Chronoseeker: Search engine for future and past events.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Chronoseeker: Search engine for future and past events

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.174176Z

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.

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Observation cbe563b1-57e7-4eef-a0a2-bfe09060baf8 · outbound

This paper cites Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning.

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

Resolution
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Source-reported events for the cited work

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Observation 0624357d-c5dd-4544-b75e-9b867dc7f6f1 · outbound

This paper cites Morphology and lexical semantics.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Morphology and lexical semantics

Reference 28

Resolution
verified fuzzy
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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.

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Observation c823b8aa-3b79-4e13-84cd-a5a72d205820 · outbound

This paper cites Roberta: A robustly optimized bert pretraining approach,.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Roberta: A robustly optimized bert pretraining approach,

Reference 29

Resolution
verified fuzzy
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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.

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Observation 454e3f72-c558-4f51-8401-595d6ef55057 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 30

Resolution
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Source-reported events for the cited work

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Observation cbad9df6-dd67-4aed-a5c6-6cbc6fb98099 · outbound

This paper cites SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting.

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

Resolution
verified exact
local_arxiv, observed 2026-08-08T06:04:54.760257Z

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.

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Observation f81fb74a-a206-4cc7-8593-3a66996c0217 · outbound

This paper cites Robust temporal processing of news.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Robust temporal processing of news

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.129493Z

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.

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Observation d85f978e-21a3-4d32-8742-690541944b32 · outbound

This paper cites Monte carlo simu- lation.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Monte carlo simu- lation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.099268Z

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.

source=pdf_text observed=2026-08-08T06:04:54.585494Z digest=sha256:2293c15fe7aa59b5bcfabd4e14f7f46c2f865e52c75264b9c6274d2303536ba0

Observation 15c4f259-b6cb-4c02-892c-32d993e6dfee · outbound

This paper cites Automatic extraction of references to future events from news articles using se- mantic and morphological information.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.053311Z

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.

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Observation 65b7e635-3e8c-42cb-a7b0-4ba4fd250f42 · outbound

This paper cites Navigating tomorrow: Reliably assessing large language models performance on future event prediction,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.038239Z

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.

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Observation 5d5abd67-95b8-4dd9-9ec6-843d0d959d3d · outbound

This paper cites Computational exploration to linguistic structures of future: Classification and categorization.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.023269Z

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.

source=pdf_text observed=2026-08-08T06:04:54.612038Z digest=sha256:582d353745d0ff00aa94fdbc2db8e59d220eb6914c2ad4563c60a1c6a2da255f

Observation 4f645b4e-e268-49de-a8dd-01b5e8d1c1c2 · outbound

This paper cites Training language models to follow instruc- tions with human feedback.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T06:04:54.616283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation f881abea-dfd0-4920-b982-3e327cfb4f9b · outbound

This paper cites Evaluating encoder models for future event forecasting/submitted by fabio pernegger.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.996995Z

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.

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Observation d8a86cee-b2a9-4759-ac81-18e32e9bd304 · outbound

This paper cites Mining the web to predict future events.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Mining the web to predict future events

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.982510Z

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.

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Observation 6b428a45-2be6-4a39-a865-bb2e0a1aee24 · outbound

This paper cites A survey on bias de- tection in online news using deep learning.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.968191Z

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.

source=pdf_text observed=2026-08-08T06:04:54.629471Z digest=sha256:c8f6f134534ed6634d813c4d0e8df6881c837a985f4b33141809ce5ad2572be1

Observation e5e1e8b7-748f-40c9-baac-0e33396c3177 · outbound

This paper cites Future timelines: Extraction and vi- sualization of future-related content from news articles.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.952967Z

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.

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Observation 7ef4c0c3-6586-4fc6-bf6a-d27bb7243c2c · outbound

This paper cites Large Language Model Prediction Capabilities: Evidence from a Real-World Forecasting Tournament.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T06:04:54.638034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T06:04:54.638034Z digest=sha256:cbcfabffd10abbf81972b8b682d382b8eb03fb5d1f53ed748723bc4207d7d7cc

Observation 11b1fa12-2cbb-4644-a2a8-b19e2b30dbe7 · outbound

This paper cites Extraction and exploration of spatio- temporal information in documents.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Extraction and exploration of spatio- temporal information in documents

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.936568Z

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.

source=pdf_text observed=2026-08-08T06:04:54.642545Z digest=sha256:a3f31ab38223c0322eafbc79c340b348c1e2e9eaf2fab5baebdb7fa6636198c8

Observation e1967ae8-6713-47f8-935d-229da9b6221c · outbound

This paper cites Predicting time-to-event from twitter mes- sages.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Predicting time-to-event from twitter mes- sages

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.922030Z

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.

source=pdf_text observed=2026-08-08T06:04:54.646946Z digest=sha256:02fdec9b5f8e5db732ac5e05c301f0fa0105d62a1a41365b8b312e970d234469

Observation d4686527-3d8a-423a-8a3b-3db8aef07c4e · outbound

This paper cites Multi- timeline summarization (mtls): Improving timeline sum- marization by generating multiple summaries.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.907532Z

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.

source=pdf_text observed=2026-08-08T06:04:54.651582Z digest=sha256:2b83d6914d85e152b159510493667a6440a14edcc7619900376725488a7115b4

Observation 55bdcb8b-5110-4b60-81a7-30a8c1fcb2ec · outbound

This paper cites Large language models as event forecasters,.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Large language models as event forecasters,

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.892299Z

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.

source=pdf_text observed=2026-08-08T06:04:54.661487Z digest=sha256:f7c617d57ed5cf1035839c84ffde8f68c36930295026a59d57f8d2c1a4e10af4

Observation fd340a01-e73f-4028-b32f-076e36a71207 · outbound

This paper cites Forecast- ing future world events with neural networks.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Forecast- ing future world events with neural networks

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:54.877225Z

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.

source=pdf_text observed=2026-08-08T06:04:54.665803Z digest=sha256:d68553d27b675a4fb910700f0513ca9ab50f34f361575c0048e313080df48fd9

Observation 9de509ae-4880-4c23-bed2-a2faa3435c54 · outbound

This paper cites Analyzing the Role of Context in Forecasting with Large Language Models.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T06:04:54.590277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T06:04:54.590277Z digest=sha256:6c94b23fe31b7e1b9a4624f4433ec20c568a441caf94f17fee53dd5176874abb

Observation 0c9fa8ec-b307-49d1-87f6-f759a3f1efaa · outbound

This paper cites The language of time: a reader.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction The language of time: a reader

Reference 2000

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.115092Z

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.

source=pdf_text observed=2026-08-08T06:04:54.580994Z digest=sha256:4c9280a00f1e6d73f69bf384567c30657c9e64b022e6bf59ccd3dc943826da8f

Observation 924b9404-f1d0-42dc-b6c9-4fc5fc1902ce · outbound

This paper cites What is the temporal value of web snippets?.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction What is the temporal value of web snippets?

Reference 2005

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.447698Z

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.

source=pdf_text observed=2026-08-08T06:04:54.454477Z digest=sha256:bd21b8835712ee7cab6850541d73335b3a794e631bd6a09cc6d37280dff9d281

Observation 84e900a1-8c64-4583-b456-1bd0478ab8bd · outbound

This paper cites Searching the fu- ture.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Searching the fu- ture

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.462544Z

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.

source=pdf_text observed=2026-08-08T06:04:54.450014Z digest=sha256:7bdf0fd74319448085324454cc74645e655c836d7c42535e9cc9d10cfd029e9f

Observation 1ce6fe1f-86f2-47b4-bf28-cf096f295908 · outbound

This paper cites Multi-lingual analysis of future-related informa- tion on the web.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.232262Z

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.

source=pdf_text observed=2026-08-08T06:04:54.524379Z digest=sha256:9fb74edf73bb9b146b93d422a1c5106e6014ac2964205960f59ac711c28516e9

Observation dc28ba45-f38f-496a-b84f-0a6fcb541a02 · outbound

This paper cites Identifying top relevant dates for implicit time sensitive queries.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Identifying top relevant dates for implicit time sensitive queries

Reference 2011

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.432923Z

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.

source=pdf_text observed=2026-08-08T06:04:54.459203Z digest=sha256:e2e5a5a8a50aa5e094535021e1df050dc678931e02408e0754ea1dee1b839d5c

Observation 05811b90-6a54-4531-bcdd-0bb0a6eff50b · outbound

This paper cites Extracting collective expectations about the fu- ture from large text collections.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.288816Z

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.

source=pdf_text observed=2026-08-08T06:04:54.507363Z digest=sha256:37aba0a47f4ad3f0d91c691700eaaafc704dbfac45b9f0a4cf91179e8b403d19

Observation f9316a37-0728-4edf-8625-ac236d9fc3b0 · outbound

This paper cites Future predic- tion with automatically extracted morphosemantic pat- terns.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Future predic- tion with automatically extracted morphosemantic pat- terns

Reference 2014

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.068264Z

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.

source=pdf_text observed=2026-08-08T06:04:54.599009Z digest=sha256:7db9bcfc69f5710654bd8d776ae88c60e7eb964c97b7a7d22f6ebf3be24482c1

Observation 7c7aefdd-cc05-4eed-a623-182229db23bf · outbound

This paper cites ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data.

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

Resolution
unresolved
no resolver link, observed 2026-08-08T06:04:54.533263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T06:04:54.533263Z digest=sha256:5a2436d5fe091b333f95d88baeb16e8944376b9acddeb18ae00b6ae7ec0565aa

Observation b673e642-15b2-419f-a443-0277aad10ccf · outbound

This paper cites Learning towards abstractive timeline summarization.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Learning towards abstractive timeline summarization

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.418558Z

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.

source=pdf_text observed=2026-08-08T06:04:54.464139Z digest=sha256:1585002d861b0ffc420ba107ba0e7feb6c36ae7289cc20d3024d8aaf89bb67bc

Observation 1194ee2a-b58e-43b0-aa7f-0dfe0a013734 · outbound

This paper cites Clustering and exploring search results using timeline constructions.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Clustering and exploring search results using timeline constructions

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.477069Z

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.

source=pdf_text observed=2026-08-08T06:04:54.445498Z digest=sha256:1b04f869d44fa583e73e0b6d05b4b58d9805f4f3cec2f0ee2d96ce2e54cf7dfa

Observation 94d59b8b-bc2b-4153-8523-1a084c733187 · outbound

This paper cites Dynamic knowledge graph based multi- event forecasting.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Dynamic knowledge graph based multi- event forecasting

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.403484Z

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.

source=pdf_text observed=2026-08-08T06:04:54.468393Z digest=sha256:c1822f1dffe8b87646da230f5a7be760830bcbb9966caab2173184d9bea35241

Observation ab9ee72e-63b4-457e-aebc-92995418e0b3 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understand- ing,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.388570Z

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.

source=pdf_text observed=2026-08-08T06:04:54.472797Z digest=sha256:60faa598ff0b44690d1c372fc33c04c9b9fa69c2ef78e0f2ddb5d1a20a836f1c

Observation 59551cb7-0342-463b-942f-1c334a4dada8 · outbound

This paper cites Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models.

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

Resolution
verified exact
local_arxiv, observed 2026-08-08T06:04:54.708308Z

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.

source=pdf_text observed=2026-08-08T06:04:54.656139Z digest=sha256:4dd4e5a1b30e82bfe91e084db54b16fee4eb10c0d5dc4651f8ff5943512ebd21

Observation c922fbdb-30c6-43a9-a9e6-c78aa24269a0 · outbound

This paper cites A multidimensional dataset based on crowdsourcing for analyzing and detecting news bias.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.345662Z

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.

source=pdf_text observed=2026-08-08T06:04:54.485627Z digest=sha256:0f4766fb87107d776af4279567ec2dfed8ff59174e06b4966996c7efba1b5515

Observation d7db3574-af6c-4fad-8106-c07f37a1c4fa · outbound

This paper cites Automatic Identification of Arabic expressions related to future events in Lebanon's economy.

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

Resolution
verified exact
local_arxiv, observed 2026-08-08T06:04:54.845643Z

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.

source=pdf_text observed=2026-08-08T06:04:54.440311Z digest=sha256:ed11c1731d8458589190d17cbb65a6988b10a673b9efa7b8d366b470e9eda70f

Observation 1721af6a-d740-4ab4-b535-751fe72387cf · outbound

This paper cites Embedding time expressions for deep temporal ordering models.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Embedding time expressions for deep temporal ordering models

Reference 2024

Resolution
verified exact
local_arxiv, observed 2026-08-08T06:04:54.825363Z

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.

source=pdf_text observed=2026-08-08T06:04:54.494174Z digest=sha256:62ecd79f486a7e36cdd64dc814f7ce846934b49b7814c9dbd0bff34794b6429f

Observation 623d717f-9111-42b1-9429-13539c2483db · outbound

This paper cites Investigation of fu- ture reference expressions in trend information.

Wisdom of the Crowds in Forecasting: Forecast Summarization for Supporting Future Event Prediction Investigation of fu- ture reference expressions in trend information

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T06:04:55.082950Z

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.

source=pdf_text observed=2026-08-08T06:04:54.594511Z digest=sha256:7dc18893ee2501858fdaa0cd57a7acd24959efe8f76977011bf4e3f76d6a7f3a

Pith citing papers

No inbound Pith citation observations are available.