How to Make Causal Inferences Using Texts

How to Make Causal Inferences Using Texts

6 February 2018

Margaret E. Roberts

Brandon M Stewart

Papers citing "How to Make Causal Inferences Using Texts"

10 / 10 papers shown

Title
An Empirical Study of Causal Relation Extraction Transfer: Design and Data Sydney Anuyah Jack Vanschaik Palak Jain Sawyer Lehman Sunandan Chakraborty 39 0 0 08 Mar 2025
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 87 0 0 28 Oct 2024
Isolated Causal Effects of Natural Language Victoria Lin Louis-Philippe Morency Eli Ben-Michael CML 26 1 0 18 Oct 2024
AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments Till Raphael Saenger Musashi Hinck Justin Grimmer Brandon M Stewart 30 2 0 11 Oct 2024
Causal Inference for Human-Language Model Collaboration Bohan Zhang Yixin Wang Paramveer S. Dhillon 33 2 0 30 Mar 2024
Complementary Advantages of ChatGPTs and Human Readers in Reasoning: Evidence from English Text Reading Comprehension Tongquan Zhou Yao Zhang Siyi Cao Yulu Li Tao Wang AI4MH LRM 24 2 0 17 Nov 2023
Integrating Earth Observation Data into Causal Inference: Challenges and Opportunities Connor Jerzak Fredrik D. Johansson Adel Daoud CML 28 11 0 30 Jan 2023
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 26 59 0 22 Jan 2022
Causal Direction of Data Collection Matters: Implications of Causal and Anticausal Learning for NLP Zhijing Jin Julius von Kügelgen Jingwei Ni Tejas Vaidhya Ayush Kaushal Mrinmaya Sachan Bernhard Schoelkopf CML 25 30 0 07 Oct 2021
Text as Causal Mediators: Research Design for Causal Estimates of Differential Treatment of Social Groups via Language Aspects Katherine A. Keith Douglas Rice Brendan T. O'Connor CML 6 3 0 15 Sep 2021