Citation Impact
Citing Papers
Text Data Augmentation for Deep Learning
2021 Standout
A Topic Modeling Comparison Between LDA, NMF, Top2Vec, and BERTopic to Demystify Twitter Posts
2022 Standout
Constrained Language Models Yield Few-Shot Semantic Parsers
2021
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
2022 Standout
Optimal Experimental Design for Staggered Rollouts
2019 StandoutNobel
Machine Learning: An Applied Econometric Approach
2017 Standout
Measuring Geopolitical Risk
2022 Standout
Recursive partitioning for heterogeneous causal effects
2016 StandoutNobel
Artificial intelligence as a general-purpose technology: an historical perspective
2021 Standout
Data ex Machina: Introduction to Big Data
2017
Machine Learning Methods That Economists Should Know About
2019 StandoutNobel
Text as Data
2019 Standout
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
2017
What is Semantic Communication? A View on Conveying Meaning in the Era of Machine Intelligence
2021 Standout
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
2022
Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics
2020 StandoutNobel
Econometric Methods for Program Evaluation
2018
A Brief Overview of ChatGPT: The History, Status Quo and Potential Future Development
2023 Standout
Deep Learning for Intelligent Human–Computer Interaction
2022 Standout
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
2021 Standout
Works of Matt Gardner being referenced
Heterogeneous Treatment Effects in Digital Experimentation
2014
Break It Down: A Question Understanding Benchmark
2020
A Nonparametric Bayesian Analysis of Heterogenous Treatment Effects in Digital Experimentation
2016
Tailor: Generating and Perturbing Text with Semantic Controls
2022
Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases
2014