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ForecastQA: A Question Answering Challenge for Event Forecasting with
  Temporal Text Data
v1v2v3v4 (latest)

ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data

Annual Meeting of the Association for Computational Linguistics (ACL), 2020
2 May 2020
Woojeong Jin
Rahul Khanna
Suji Kim
Dong-Ho Lee
Fred Morstatter
Aram Galstyan
Xiang Ren
    AI4TS
ArXiv (abs)PDFHTML

Papers citing "ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data"

33 / 33 papers shown
AIA Forecaster: Technical Report
AIA Forecaster: Technical Report
Rohan Alur
Bradly C. Stadie
Daniel Kang
Ryan Chen
Matt McManus
...
Dennis Fogerty
Hayley Williamson
Nina Lozinski
Aaron Linsky
Jasjeet Sekhon
100
0
0
10 Nov 2025
QuAnTS: Question Answering on Time Series
QuAnTS: Question Answering on Time Series
Felix Divo
Maurice Kraus
Anh Q. Nguyen
Hao Xue
Imran Razzak
Flora D. Salim
Kristian Kersting
Devendra Singh Dhami
92
0
0
07 Nov 2025
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
LLM-as-a-Prophet: Understanding Predictive Intelligence with Prophet Arena
Qingchuan Yang
Simon Mahns
Sida Li
Anri Gu
Jibang Wu
Haifeng Xu
AI4TS
132
0
0
20 Oct 2025
Assessing Large Language Models in Updating Their Forecasts with New Information
Assessing Large Language Models in Updating Their Forecasts with New Information
Zhangdie Yuan
Zifeng Ding
Andreas Vlachos
89
0
0
28 Sep 2025
Advancing Event Forecasting through Massive Training of Large Language Models: Challenges, Solutions, and Broader Impacts
Advancing Event Forecasting through Massive Training of Large Language Models: Challenges, Solutions, and Broader Impacts
Sang-Woo Lee
Sohee Yang
Donghyun Kwak
Noah Y. Siegel
OffRLAI4TS
206
2
0
25 Jul 2025
Causal Graph based Event Reasoning using Semantic Relation Experts
Causal Graph based Event Reasoning using Semantic Relation ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Mahnaz Koupaee
Xueying Bai
Mudan Chen
Greg Durrett
Nathanael Chambers
Niranjan Balasubramanian
124
0
0
07 Jun 2025
It's High Time: A Survey of Temporal Question Answering
It's High Time: A Survey of Temporal Question Answering
Bhawna Piryani
Abdelrahman Abdullah
Jamshid Mozafari
Avishek Anand
Adam Jatowt
366
2
0
26 May 2025
FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark
FOReCAst: The Future Outcome Reasoning and Confidence Assessment Benchmark
Zhangdie Yuan
Zifeng Ding
Andreas Vlachos
AI4TS
642
4
0
27 Feb 2025
Analyzing the Role of Context in Forecasting with Large Language Models
Analyzing the Role of Context in Forecasting with Large Language Models
Gerrit Mutschlechner
Adam Jatowt
LLMAG
107
3
0
11 Jan 2025
Hybrid Forecasting of Geopolitical Events
Hybrid Forecasting of Geopolitical Events
Daniel M. Benjamin
Fred Morstatter
Ali E. Abbas
A. Abeliuk
P. Atanasov
...
R. Sosič
Mark Steyvers
Pedro A. Szekely
Michael D. Ward
Aram Galstyan
274
17
0
14 Dec 2024
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle
Are LLMs Prescient? A Continuous Evaluation using Daily News as the Oracle
Hui Dai
Ryan Teehan
Mengye Ren
KELMAIFinELM
292
1
0
13 Nov 2024
ForecastBench: A Dynamic Benchmark of AI Forecasting Capabilities
ForecastBench: A Dynamic Benchmark of AI Forecasting CapabilitiesInternational Conference on Learning Representations (ICLR), 2024
Ezra Karger
Houtan Bastani
Chen Yueh-Han
Zachary Jacobs
Danny Halawi
Fred Zhang
P. Tetlock
622
27
0
30 Sep 2024
Reasoning and Tools for Human-Level Forecasting
Reasoning and Tools for Human-Level Forecasting
Elvis Hsieh
Preston Fu
Jonathan Chen
ReLMLLMAGLRM
159
4
0
21 Aug 2024
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with
  Large Language Models
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language ModelsACM Multimedia (MM), 2024
Haoxuan Li
Zhengmao Yang
Yunshan Ma
Yi Bin
Yang Yang
Tat-Seng Chua
243
4
0
08 Aug 2024
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
He Chang
Chenchen Ye
Zhulin Tao
Jie Wu
Zhengmao Yang
Yunshan Ma
Xianglin Huang
Tat-Seng Chua
AI4TS
319
6
0
16 Jul 2024
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek
  Language based on Textually Represented Environments
FarFetched: Entity-centric Reasoning and Claim Validation for the Greek Language based on Textually Represented Environments
D. Papadopoulos
Katerina Metropoulou
N. Matsatsinis
N. Papadakis
LRM
165
3
0
13 Jul 2024
Temporal Knowledge Graph Question Answering: A Survey
Temporal Knowledge Graph Question Answering: A Survey
Miao Su
Zixuan Li
Zhuo Chen
Long Bai
Xiaolong Jin
Jiafeng Guo
317
9
0
20 Jun 2024
Analyzing Temporal Complex Events with Large Language Models? A
  Benchmark towards Temporal, Long Context Understanding
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
Zhihan Zhang
Yixin Cao
Chenchen Ye
Yunshan Ma
Lizi Liao
Tat-Seng Chua
251
26
0
04 Jun 2024
Can Language Beat Numerical Regression? Language-Based Multimodal
  Trajectory Prediction
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction
Inhwan Bae
Junoh Lee
Hae-Gon Jeon
357
52
0
27 Mar 2024
Approaching Human-Level Forecasting with Language Models
Approaching Human-Level Forecasting with Language Models
Danny Halawi
Fred Zhang
Chen Yueh-Han
Jacob Steinhardt
263
56
0
28 Feb 2024
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event
  Forecasting
SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting
Yunshan Ma
Chenchen Ye
Zijian Wu
Xiang Wang
Yixin Cao
Liang Pang
Tat-Seng Chua
AI4TS
154
2
0
02 Dec 2023
AutoCast++: Enhancing World Event Prediction with Zero-shot
  Ranking-based Context Retrieval
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context RetrievalInternational Conference on Learning Representations (ICLR), 2023
Qi Yan
Raihan Seraj
Jiawei He
Li Meng
Tristan Sylvain
271
14
0
03 Oct 2023
Human Mobility Question Answering (Vision Paper)
Human Mobility Question Answering (Vision Paper)
Hao Xue
Flora D. Salim
118
1
0
02 Oct 2023
Mitigating Temporal Misalignment by Discarding Outdated Facts
Mitigating Temporal Misalignment by Discarding Outdated FactsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Michael J.Q. Zhang
Eunsol Choi
KELMHILM
270
24
0
24 May 2023
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context
  Learning
Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Dong-Ho Lee
Kian Ahrabian
Woojeong Jin
Fred Morstatter
Jay Pujara
378
57
0
17 May 2023
Event Knowledge Incorporation with Posterior Regularization for
  Event-Centric Question Answering
Event Knowledge Incorporation with Posterior Regularization for Event-Centric Question Answering
Junru Lu
Gabriele Pergola
Lin Gui
Yulan He
158
1
0
08 May 2023
PromptCast: A New Prompt-based Learning Paradigm for Time Series
  Forecasting
PromptCast: A New Prompt-based Learning Paradigm for Time Series ForecastingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
Hao Xue
Flora D.Salim
AI4TS
411
260
0
20 Sep 2022
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and
  Forecasting over Temporal Knowledge Graphs
ForecastTKGQuestions: A Benchmark for Temporal Question Answering and Forecasting over Temporal Knowledge GraphsInternational Workshop on the Semantic Web (SW), 2022
Zifeng Ding
Zong-Xun Li
Ruoxia Qi
Jingpei Wu
Bailan He
...
Zhao Meng
Shuo Chen
Ruotong Liao
Zhen Han
Volker Tresp
173
11
0
12 Aug 2022
Forecasting Future World Events with Neural Networks
Forecasting Future World Events with Neural NetworksNeural Information Processing Systems (NeurIPS), 2022
Andy Zou
Tristan Xiao
Ryan Jia
Joe Kwon
Mantas Mazeika
Richard Li
Dawn Song
Jacob Steinhardt
Owain Evans
Dan Hendrycks
348
38
0
30 Jun 2022
Improving Time Sensitivity for Question Answering over Temporal
  Knowledge Graphs
Improving Time Sensitivity for Question Answering over Temporal Knowledge GraphsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Chao Shang
Guangtao Wang
Peng Qi
Jing Huang
169
52
0
01 Mar 2022
TempoQR: Temporal Question Reasoning over Knowledge Graphs
TempoQR: Temporal Question Reasoning over Knowledge Graphs
Costas Mavromatis
Prasanna Lakkur Subramanyam
V. Ioannidis
Soji Adeshina
Phillip Howard
Tetiana Grinberg
Nagib Hakim
George Karypis
211
67
0
10 Dec 2021
Unsolved Problems in ML Safety
Unsolved Problems in ML Safety
Dan Hendrycks
Nicholas Carlini
John Schulman
Jacob Steinhardt
748
342
0
28 Sep 2021
ECONET: Effective Continual Pretraining of Language Models for Event
  Temporal Reasoning
ECONET: Effective Continual Pretraining of Language Models for Event Temporal ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Rujun Han
Xiang Ren
Nanyun Peng
258
64
0
30 Dec 2020
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