MilaNLP

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

twitter-demographer

A python package to enrich Twitter Data

feel-it

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

simple-generation

A python package to run inference with HuggingFace language and vision-language checkpoints wrapping many convenient features.

honest

A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.

bertlang

A web interface to understand language-specific BERT-models

prompting_hate_speech

Zero-Shot Hate Speech classification using prompting. Published at the WOAH workshop (ACL 2023).

xlm-emo

Multilingual Emotion classification using BERT (fine-tuning). Published at the WASSA workshop (ACL2022).

benchmarking-xai-misogyny

Code associated with the paper "Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection"

crosslingual-analysis-homotransphobia

This repository contains data and code used in the paper "A Crosslingual Analysis of Homotransphobia on Twitter" (C3NLP Workshop @ EACL23).

interpretability-mt-gender-bias

Code associated with the paper "A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation".

socio-probe

wordify-webapp-streamlit

New version of Wordify based on Streamlit

emotion_analysis_survey

hate-ita

Hate Speech classification in Italian using XLM (fine-tuning). Published at the WOAH workshop (NAACL2022).

socio-probebkp

emotion_gendered_stereotypes

milanlp-at-mami

Code associated with the paper "MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities"

psycho-embeddings

weigh-your-own-words

Code associated with the paper "Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization"

mila-website-backend

classist-nlp-tools

Code associated with the paper "Classist Tools: Social Class Correlates with Performance in NLP".

divine-llamas-emotion-bias

mace

milanlp

milanlp-at-edos

MilaNLProc.github.io

MONICA

[WIP]

prompting-italian-text-simplification

Code associated with the paper "Is It Really That Simple? Prompting Language Models for Automatic Text Simplification in Italian".

syntax-lm