Skip to content

Update README.md #19

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
reaganmozer wants to merge 2 commits into
base: master
Choose a base branch
from
Open

Update README.md #19

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
76200fb
Update README.md
reaganmozer Feb 1, 2024
a37a8e3
Update README.md
reaganmozer Feb 1, 2024
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
5 changes: 4 additions & 1 deletion README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -84,7 +84,8 @@ _Pull requests welcome!_
| [Estimating Causal Effects of Tone in Online Debates](https://arxiv.org/pdf/1906.04177.pdf) <br> Dhanya Sridhar and Lise Getoor | (Also text as confounder). Looks at effect of reply tone on the sentiment of subsiquent responses in online debates. | [git](https://github.com/dsridhar91/debate-causal-effects) |
| [How Judicial Identity Changes the Text of Legal Rulings](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2620781) <br> Michael Gill and Andrew Hall | Looks at how the random assignment of a female judge or a non-white judge affects the language of legal rulings. | |
| [Measuring semantic similarity of clinical trial outcomes using deep pre-trained language representations](https://www.sciencedirect.com/science/article/pii/S2590177X19300575)<br> Anna Koroleva, Sanjay Kamath, Patrick Paroubek ||

| [Combining Human and Automated Scoring Methods in Experimental Assessments of Writing: A Case Study Tutorial](https://journals.sagepub.com/doi/10.3102/10769986231207886) <br> Reagan Mozer, Luke Miratrix, Jackie Relyea, James Kim | Presents a framework for evaluating treatment impacts across a large array of text features with case study based on a field trial in education. | [git](https://github.com/reaganmozer/reads-replication) |
| [Decreasing the human coding burden in randomized trials with text-based outcomes via model-assisted impact analysis](https://arxiv.org/abs/2309.13666) <br> Reagan Mozer and Luke Miratrix | Proposes a model-assisted impact estimator for increasing the power/efficiency of an impact analysis based on human-coded text outcomes. ||

## Text as confounder

Expand Down Expand Up @@ -153,6 +154,8 @@ _Pull requests welcome!_
| Title | Description | Code |
|-------|-------------|------|
| [MIMICause: Representation and automatic extraction of causal relation types from clinical notes](https://aclanthology.org/2022.findings-acl.63/) <br> Vivek Khetan, Md Imbesat Rizvi, Jessica Huber, Paige Bartusiak, Bogdan Sacaleanu, Andrew Fano | This work proposed annotation guidelines, develop an annotated corpus, and provided baseline scores to identify types and direction of causal relations between a pair of biomedical concepts in clinical notes; communicated implicitly or explicitly identified either in a single sentence or across multiple sentences.||
| [Leveraging text data for causal inference using electronic health records
](https://arxiv.org/abs/2307.03687) <br> Reagan Mozer, Aaron Russell Kaufman, Luke Miratrix, Leo A Celi | Presents three different ways to leverage text within a causal inference pipeline: 1) using text to improve missing data imputation, 2) matching on text to adjust for confounding, and 3) using text to uncover treatment effect heterogeneity. ||

## Mental Health
| Title | Description | Code |
Expand Down