HanjieChen

ChallengeClinicalQA

Repo for the pape Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions

FLAT

(Original repo UVa-NLP/FLAT) Code for the paper "Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation"

GMASK

(Original repo UVa-NLP/GMASK) Code for the paper "Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks"

hanjiechen.github.io

HEDGE

(Original repo UVa-NLP/HEDGE) Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"

iml-2022

UVa CS 4501/6501 Interpretable Machine Learning

Reading-List

REV

Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"

VMASK

(Original repo UVa-NLP/VMASK) Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"

HEDGE

Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"

HanjieChen/Reading-List

HanjieChen/ChallengeClinicalQA

Repo for the pape Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions

HanjieChen/REV

Code for the paper "REV: Information-Theoretic Evaluation of Free-Text Rationales"

HanjieChen/VMASK

(Original repo UVa-NLP/VMASK) Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"

HanjieChen/HEDGE

(Original repo UVa-NLP/HEDGE) Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"

HanjieChen/GMASK

(Original repo UVa-NLP/GMASK) Code for the paper "Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks"

HanjieChen/iml-2022

UVa CS 4501/6501 Interpretable Machine Learning

HanjieChen/FLAT

(Original repo UVa-NLP/FLAT) Code for the paper "Adversarial Training for Improving Model Robustness? Look at Both Prediction and Interpretation"

HanjieChen/hanjiechen.github.io