MilaNLProc/emotion_analysis_survey

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Created 8 months ago
Updated 8 months ago

MilaNLProc/emotion_analysis_survey

MilaNLProc

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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).

language-invariant-properties

simple-generation

A python package to run inference with HuggingFace 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

translation_bias

Data and notebook for experiments in Hovy et al. (2020) https://www.aclweb.org/anthology/2020.acl-main.154.pdf

Jupyter Notebook

honesti

xlm-emo

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

crosslingual-analysis-homotransphobia

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

prompting_hate_speech

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

interpretability-mt-gender-bias

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

wordify-webapp-streamlit

New version of Wordify based on Streamlit

hate-ita

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

transformer-baselines

socio-probe

Jupyter Notebook

benchmarking-xai-misogyny

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

socio-probebkp

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"

wordify-webapp

Repo for the Wordify web-app

weigh-your-own-words

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

psycho-embeddings

Jupyter Notebook

mila-website-backend