Daniel Saggau 's Projects
Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".
Methods and Tools for Data Science Term Paper: Coding chunks for individual research project on Text Mining for Twitter Data
Collection of google colaboratory notebooks for fast and easy experiments
Code for ICML 2020 paper Causal Modeling for Fairness In Dynamical Systems
Repo for essay on structural causal models
code and data for EMNLP-19 paper "Counterfactual Story Reasoning and Generation" https://arxiv.org/abs/1909.04076
Coding Chunks for Deep Learning for NLP + Summary of the Slides
Notes from the DeepLearning.AI courses
R notebooks for the code samples of the book "Deep Learning with R"
This repo examines different decoding schemes for conditional text generation. Specifically I look at counterfactual reasoning, adductive reasoning and text summarization.
Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)
Tutorial for Dice Package
Project for Machine Learning for Economics
Machine Learning Interpretation Tools
Master Thesis
Project on language models for legal text generation
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English
Class Project - Individual Paper Review
Paper and data analysis for "Measuring Law Over Time: A network analytical framework and an application to statutes and regulations in the United States and Germany"
Introduction to mlr3
Case studies using mlr3
Notebooks using the Hugging Face libraries π€
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning
stock market prediction
Repo for AUTOML Course