huashen218 Goto Github PK

big-bench-hard

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them

checklist

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

convxai

CSCW 2023 Demo paper: Conversational AI Explanations to Support Human-AI Scientific Writing

ctzn-ui

HTML pattern library for CTZN

eraserbenchmark

A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/

explainable_qa

Implementation for https://arxiv.org/abs/2005.00652

guesswronglabel

HCOMP 2020 paper - human eval on XAI (saliency maps for computer vision models)

huashen218.github.io

lime

Lime: Explaining the predictions of any machine learning classifier

limitedink

ACL 2022 paper - human eval on self-explaining models

llm-deepfake-human-study

HCOMP 2023 paper - human collaboration on detecting LLM-generated deepfake texts

mturk-code-samples

Code samples to help you get started with the Amazon Mechanical Turk Requester API

mturk_tutorial

multiturncleanup

nlp

nlp-analysis-methods

Companion site for "Analysis Methods in Neural Language Processing: A Survey"

polyjuice

pytorch-ialgebra

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

robustness-gym

Robustness Gym: Evaluation Toolkit for NLP

shap

A game theoretic approach to explain the output of any machine learning model.

speechprompt

An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks (INTERSPEECH 2022)

talktomodel

TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!

test

trojanzoo

TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.

voxceleb-fairness

ICASSP 2022 paper - improve fairness of speaker verification models