MilaNLP (@MilaNLProc)
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MilaNLProc

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Top repositories

1

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.).
Python
1,190
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2

twitter-demographer

A python package to enrich Twitter Data
Python
74
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3

feel-it

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).
Python
23
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4

language-invariant-properties

Python
22
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5

simple-generation

A python package to run inference with HuggingFace checkpoints wrapping many convenient features.
Python
19
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6

honest

A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.
Python
19
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7

bertlang

A web interface to understand language-specific BERT-models
JavaScript
17
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8

translation_bias

Data and notebook for experiments in Hovy et al. (2020) https://www.aclweb.org/anthology/2020.acl-main.154.pdf
Jupyter Notebook
6
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9

honesti

4
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10

xlm-emo

Multilingual Emotion classification using BERT (fine-tuning). Published at the WASSA workshop (ACL2022).
Python
4
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11

crosslingual-analysis-homotransphobia

This repository contains data and code used in the paper "A Crosslingual Analysis of Homotransphobia on Twitter" (C3NLP Workshop @ EACL23).
Python
3
star
12

prompting_hate_speech

Zero-Shot Hate Speech classification using prompting. Published at the WOAH workshop (ACL 2023).
Python
3
star
13

interpretability-mt-gender-bias

Code associated with the paper "A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation".
Python
3
star
14

wordify-webapp-streamlit

New version of Wordify based on Streamlit
Python
3
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15

hate-ita

Hate Speech classification in Italian using XLM (fine-tuning). Published at the WOAH workshop (NAACL2022).
Python
2
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16

transformer-baselines

Python
2
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17

socio-probe

Jupyter Notebook
2
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18

benchmarking-xai-misogyny

Code associated with the paper "Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection"
Python
2
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19

socio-probebkp

2
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20

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"
Python
1
star
21

wordify-webapp

Repo for the Wordify web-app
JavaScript
1
star
22

weigh-your-own-words

Code associated with the paper "Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization"
Python
1
star
23

psycho-embeddings

Jupyter Notebook
1
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24

mila-website-backend

HTML
1
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25

emotion_analysis_survey

1
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