Stars
TextGuard: Provable Defense against Backdoor Attacks on Text Classification
[CVPR22] Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective
CausaLM: Causal Model Explanation Through Counterfactual Language Models
Notes and code implementations of examples and algorithms of the book Reinforcement Learning, 2nd Edition
My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python
DAS: A deep adaptive sampling method for solving high-dimensional partial differential equations
Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations
[ACL 2021-Findings] Implementation of "Trade the Event: Corporate Events Detection for News-Based Event-Driven Trading."
PromptShots System to a Shared Task on Evaluating the Rationales of Amateur Investors @EMNLP-2022
[ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"
code for the paper "DiGress: Discrete Denoising diffusion for graph generation"
Shota Sasaki, Sho Takase, Naoya Inoue, Naoaki Okazaki and Kentaro Inui. "Handling Multiword Expressions in Causality Estimation". In Proceedings of 12th International Conference on Computational Se…
Software and data for "Using Text Embeddings for Causal Inference"
Source code of AAAI'22 paper: A Hybrid Causal Structure Learning Algorithm for Mixed-type Data
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification
A comprehensive dataset for stock movement prediction from tweets and historical stock prices.
Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)
A toolkit to process New York Times Annotated Corpus.
Code to obtain The New York Times Annotated Corpus (non-anonymized) for summarization.
Extract all the fields from the NY Times Corpus to a csv
Summarization datasets from the New York Times Annotated Corpus
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
Uplift modeling and causal inference with machine learning algorithms
Data on COVID-19 (coronavirus) cases, deaths, hospitalizations, tests • All countries • Updated daily by Our World in Data