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Predicting future events is an important activity with applications across multiple fields and domains.
Time-to-event prediction with neural networks and cox regression
Håvard Kvamme, Ørnulf Borgan, and Ida Scheel. 2019 · 1907
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John McCarthy and Patrick J Hayes. 1981 · 1981
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Forecastqa: a question answering challenge for event forecasting with temporal text data
Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan, and Xiang Ren. 2020 · 2005
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Semeval-2007 task 15: Tempeval temporal relation identification
Marc Verhagen, Robert Gaizauskas, Frank Schilder, Mark Hepple, Graham Katz, and James Pustejovsky. 2007 · 2007
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Predicting the news of tomorrow using patterns in web search queries
Kira Radinsky, Sagie Davidovich, and Shaul Markovitch. 2008 · 2008
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Named entity recognition in Wikipedia
Dominic Balasuriya, Nicky Ringland, Joel Nothman, Tara Murphy, and James R. Curran. 2009 · 2009
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Chronoseeker: Search engine for future and past events
Hideki Kawai, Adam Jatowt, Katsumi Tanaka, Kazuo Kunieda, and Keiji Yamada. 2010 · 2010
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Semeval-2010 task 13: Tempeval-2
Marc Verhagen, Roser Sauri, Tommaso Caselli, and James Pustejovsky. 2010 · 2010
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Extracting collective expectations about the future from large text collections
Adam Jatowt and Ching-man Au Yeung. 2011 · 2011
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Improving retrieval of future-related information in text collections
Kensuke Kanazawa, Adam Jatowt, and Katsumi Tanaka. 2011 · 2011
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Ranking related news predictions
Nattiya Kanhabua, Roi Blanco, and Michael Matthews. 2011 · 2011
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Multi-lingual analysis of future-related information on the web
Adam Jatowt, Hideki Kawai, Kensuke Kanazawa, Katsumi Tanaka, Kazuo Kunieda, and Keiji Yamada. 2013 · 2013
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Tempeval-3: Evaluating events, time expressions, and temporal relations
Naushad UzZaman, Hector Llorens, Leon Derczynski, James Allen, Marc Verhagen, and James Pustejovsky. 2013 · 2013
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Future retrieval: What does the future talk about?
G. Dias, Ricardo Campos, and Alípio Mário Jorge. 2014 · 2014
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What happens next? future subevent prediction using contextual hierarchical lstm
Linmei Hu, Juanzi Li, Liqiang Nie, Xiao-Li Li, and Chao Shao. 2017 · 2017
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Improving language understanding by generative pre-training
Alec Radford, Karthik Narasimhan, Tim Salimans, and Ilya Sutskever. 2018 · 2018
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Bert: Pre-training of deep bidirectional transformers for language understanding
Multi-TimeLine summarization (MTLS): Improving timeline summarization by generating multiple summaries
Yi Yu, Adam Jatowt, Antoine Doucet, Kazunari Sugiyama, and Masatoshi Yoshikawa. 2021 · 2021
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Forecasting future world events with neural networks
Andy Zou, Tristan Xiao, Ryan Jia, Joe Kwon, Mantas Mazeika, Richard Li, Dawn Song, Jacob Steinhardt, Owain Evans, and Dan Hendrycks. 2022 · 2022
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Llama 2: Open foundation and fine-tuned chat models
Meta. 2023 · 2023
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MistralAI Team. 2023 · 2023
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An overview of temporal commonsense reasoning and acquisition
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Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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A multidimensional dataset based on crowdsourcing for analyzing and detecting news bias
Michael Färber, Victoria Burkard, Adam Jatowt, and Sora Lim. 2020 · 2020
Cited alongside, same era.
Future prediction with automatically extracted morphosemantic patterns
Yoko Nakajima, Michal Ptaszynski, Fumito Masui, and Hirotoshi Honma. 2020 · 2020
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Timeqa: A question answering benchmark on temporal commonsense
Jia Chen, Qiang Ning, Jie Chen, and Dan Roth. 2021 · 2021
Cited alongside, same era.
ForecastQA: A question answering challenge for event forecasting with temporal text data
Woojeong Jin, Rahul Khanna, Suji Kim, Dong-Ho Lee, Fred Morstatter, Aram Galstyan, and Xiang Ren. 2021 · 2021
Cited alongside, same era.
Timedial: Temporal commonsense reasoning in dialog
Lianhui Qin, Bill Yuchen Lin, Elizabeth Boschee, and Xiang Ren. 2021 · 2021
Cited alongside, same era.
GDELT API
GDELT Project
Cited in the paper.
Georg Wenzel and Adam Jatowt. 2023 · 2023
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Back to the future: Towards explainable temporal reasoning with large language models
Chenhan Yuan, Qianqian Xie, Jimin Huang, and Sophia Ananiadou. 2023 · 2023
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Gemma: Open models based on gemini research and technology
Gemma Team. 2024 · 2024
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Forecasting future international events: A reliable dataset for text-based event modeling
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Future language modeling from temporal document history
Changmao Li and Jeffrey Flanigan. 2024 · 2024
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MistralAI Team. 2024 · 2024
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Future timelines: Extraction and visualization of future-related content from news articles
Juwal Regev, Adam Jatowt, and Michael Färber. 2024 · 2024
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