MartaMarchiori

MartaMarchiori's Stars

• daviddao/awful-ai

  😈Awful AI is a curated list to track current scary usages of AI - hoping to raise awareness

  7k30331233

• parrt/dtreeviz

  A python library for decision tree visualization and model interpretation.

  Language:Jupyter Notebook3k46208337

• stanford-crfm/helm

  Holistic Evaluation of Language Models (HELM), a framework to increase the transparency of language models (https://arxiv.org/abs/2211.09110). This framework is also used to evaluate text-to-image models in HEIM (https://arxiv.org/abs/2311.04287) and vision-language models in VHELM (https://arxiv.org/abs/2410.07112).

  Language:Python2k361.1k266

• zhijing-jin/nlp-phd-global-equality

  A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP

  87921074

• interpretml/interpret-community

  Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

  Language:Python424209185

• microsoft/adaptive-testing

  Find and fix bugs in natural language machine learning models using adaptive testing.

  Language:Jupyter Notebook181181029

• i-gallegos/Fair-LLM-Benchmark

  Language:Python118408

• hate-alert/DE-LIMIT

  DeEpLearning models for MultIlingual haTespeech (DELIMIT): Benchmarking multilingual models across 9 languages and 16 datasets.

  Language:Jupyter Notebook1087818

• tongshuangwu/polyjuice

  Language:Python9631116

• ModelOriented/fairmodels

  Flexible tool for bias detection, visualization, and mitigation

  Language:R8672616

• paul-rottger/hatecheck-data

  Röttger et al. (ACL 2021): "HateCheck: Functional Tests for Hate Speech Detection Models" - Data

  573111

• slanglab/twitteraae

  Code for Blodgett et al. 2016, Demographic dialectal variation in social media

  Language:Python254010

• marti5ini/GENCDA

  Boosting Synthetic Data Generation with Effective Nonlinear Causal Discovery

  Language:Jupyter Notebook16112

• msetzu/glocalx

  Generating global explanations from local ones

  Language:HTML10212

• dhfbk/twitter-abusive-context-dataset

  9502

• sakshiudeshi/Astraea

  Code for "Astraea: Grammar-based Fairness Testing"

  Language:Jupyter Notebook95

• fani-lab/Adila

  Fairness-Aware Team Formation

  Language:Jupyter Notebook54592

• spaidataiga/RedditPoliticalBias

  The data and code used in the production of the paper: Quantifying Gender Biases Towards Politicians on Reddit

  Language:Jupyter Notebook4100

• arb7/adv-deb-multi

  Adversarial debiasing implementation compatible with generic pandas DataFrames and multiclass classification.

  Language:Python33

• dlab-projects/hate_measure

  Measuring hate speech

  Language:Python3200

• dlab-projects/hate_target

  Paper repository for "Targeted Identity Group Prediction in Hate Speech Corpora" by Sachdeva et al.

  Language:Python3210

• gesiscss/socialCAD

  Language:Jupyter Notebook31111

• rmassidda/bisturi

  Framework for neural models inspection.

  Language:Python3200

• aequa-tech/debunker-assistant

  Language:Python2100

• AequaTech/DebunkerAssistant

  2200

• kinit-sk/bias-methodology

  Language:Jupyter Notebook2100

• ART-Group-it/HateSpeechKermit

  KERM-HATE push forward the research on how syntactic information can be used to de-bias hate speech recognizers and so to contribute to solve problems of prejudice.

  Language:Jupyter Notebook1300

• mawic/graph-based-method-annotator-bias

  Language:Jupyter Notebook1100

• msetzu/fairbelief

  Interpreting masked language models beliefs and evaluating their fairness

  Language:Jupyter Notebook120

• sblbl/treemob_viz

  Visualisation of the mobility tree of a user

  Language:JavaScript1100