
Causal Effects of Linguistic Properties
We consider the problem of estimating the causal effects of linguistic p...
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Valid Causal Inference with (Some) Invalid Instruments
Instrumental variable methods provide a powerful approach to estimating ...
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Estimating Causal Effects of Tone in Online Debates
Statistical methods applied to social media posts shed light on the dyna...
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Using Text Embeddings for Causal Inference
We address causal inference with text documents. For example, does addin...
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Equal Opportunity and Affirmative Action via Counterfactual Predictions
Machine learning (ML) can automate decisionmaking by learning to predic...
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Scalable Structure Learning for Probabilistic Soft Logic
Statistical relational frameworks such as Markov logic networks and prob...
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Using Noisy Extractions to Discover Causal Knowledge
Knowledge bases (KB) constructed through information extraction from tex...
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Adaptive Neighborhood Graph Construction for Inference in MultiRelational Networks
A neighborhood graph, which represents the instances as vertices and the...
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Dhanya Sridhar
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