MilaNLP

All

39 repositories

contextualized-topic-models
Public
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.).
nlp embeddings transformer topic-modeling nlp-library nlp-machine-learning bert neural-topic-models text-as-data topic-coherence
Python
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MIT License
•147•1.2k•9•3•Updated Feb 4, 2025Feb 4, 2025
MilaNLProc.github.io
Public
HTML
•0•0•0•0•Updated Jan 17, 2025Jan 17, 2025
mila-website-backend
Public
HTML
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MIT License
•1•0•0•0•Updated Jan 17, 2025Jan 17, 2025
MONICA
Public
[WIP]
MIT License
•0•0•0•0•Updated Oct 21, 2024Oct 21, 2024
divine-llamas-emotion-bias
Public
MIT License
•0•1•0•0•Updated Oct 2, 2024Oct 2, 2024
emotion_gendered_stereotypes
Public
MIT License
•1•1•0•0•Updated Oct 1, 2024Oct 1, 2024
simple-generation
Public
A python package to run inference with HuggingFace language and vision-language checkpoints wrapping many convenient features.
nlp inference huggingface
Python
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Other
•3•26•2•0•Updated Sep 14, 2024Sep 14, 2024
wordify-webapp-streamlit
Public
New version of Wordify based on Streamlit
Python
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BSD 3-Clause "New" or "Revised" License
•2•3•4•1•Updated Aug 6, 2024Aug 6, 2024
feel-it
Public
Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).
sentiment-analysis emotion italian sentiment-classification emotion-detection emotion-recognition
Python
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MIT License
•5•26•1•0•Updated Jul 1, 2024Jul 1, 2024
classist-nlp-tools
Public
Code associated with the paper "Classist Tools: Social Class Correlates with Performance in NLP".
MIT License
•0•0•0•0•Updated Jun 6, 2024Jun 6, 2024
psycho-embeddings
Public
Jupyter Notebook
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MIT License
•1•1•1•0•Updated May 9, 2024May 9, 2024
bertlang
Public
A web interface to understand language-specific BERT-models
nlp machine-learning artificial-intelligence nlp-machine-learning bert-model
JavaScript
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MIT License
•4•17•0•6•Updated Apr 16, 2024Apr 16, 2024
emotion_analysis_survey
Public
Apache License 2.0
•1•2•0•0•Updated Mar 1, 2024Mar 1, 2024
interpretability-mt-gender-bias
Public
Code associated with the paper "A Tale of Pronouns: Interpretability Informs Gender Bias Mitigation for Fairer Instruction-Tuned Machine Translation".
Python
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Apache License 2.0
•1•3•0•0•Updated Dec 5, 2023Dec 5, 2023
prompting-italian-text-simplification
Public
Code associated with the paper "Is It Really That Simple? Prompting Language Models for Automatic Text Simplification in Italian".
nlp simplification lms italian
Python
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Apache License 2.0
•1•0•0•0•Updated Oct 15, 2023Oct 15, 2023
weigh-your-own-words
Public
Code associated with the paper "Weigh Your Own Words: Improving Hate Speech Counter Narrative Generation via Attention Regularization"
nlp research-paper
Python
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Apache License 2.0
•1•1•0•0•Updated Aug 11, 2023Aug 11, 2023
crosslingual-analysis-homotransphobia
Public
This repository contains data and code used in the paper "A Crosslingual Analysis of Homotransphobia on Twitter" (C3NLP Workshop @ EACL23).
multilingual nlp hatespeech hate-speech hate-speech-detection
Python
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MIT License
•0•3•0•0•Updated Jun 11, 2023Jun 11, 2023
prompting_hate_speech
Public
Zero-Shot Hate Speech classification using prompting. Published at the WOAH workshop (ACL 2023).
nlp english transformer spanish italian hatespeech hate-speech hate-speech-detection prompt-engineering prompting
Python
•3•6•1•0•Updated Jun 6, 2023Jun 6, 2023
twitter-demographer
Public
A python package to enrich Twitter Data
Python
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MIT License
•11•74•2•0•Updated Jun 1, 2023Jun 1, 2023
xlm-emo
Public
Multilingual Emotion classification using BERT (fine-tuning). Published at the WASSA workshop (ACL2022).
multilingual nlp emotion transformer nlp-library nlp-machine-learning bert emotion-detection emotion-recognition bert-model
Python
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MIT License
•2•8•0•0•Updated Mar 27, 2023Mar 27, 2023
milanlp-at-edos
Public
Python
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Apache License 2.0
•0•0•0•0•Updated Mar 3, 2023Mar 3, 2023
benchmarking-xai-misogyny
Public
Code associated with the paper "Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection"
Python
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MIT License
•1•3•1•0•Updated Jan 16, 2023Jan 16, 2023
hate-ita
Public
Hate Speech classification in Italian using XLM (fine-tuning). Published at the WOAH workshop (NAACL2022).
nlp transformer italian bert hatespeech hate-speech bert-model hate-speech-detection bert-fine-tuning
Python
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GNU General Public License v3.0
•0•2•0•0•Updated Dec 30, 2022Dec 30, 2022
milanlp
Public
Python
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MIT License
•0•0•0•2•Updated Dec 26, 2022Dec 26, 2022
socio-probe
Public
Jupyter Notebook
•0•3•0•0•Updated Dec 9, 2022Dec 9, 2022
mace
Public
HTML
•0•0•2•7•Updated Dec 8, 2022Dec 8, 2022
honest
Public
A Python package to compute HONEST, a score to measure hurtful sentence completions in language models. Published at NAACL 2021.
nlp natural-language-processing embeddings transformer nlp-library nlp-machine-learning bert hatespeech offensive-language hate-speech
Python
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MIT License
•4•21•0•0•Updated Dec 6, 2022Dec 6, 2022
socio-probebkp
Public
0•2•0•0•Updated Oct 21, 2022Oct 21, 2022
syntax-lm
Public
Python
•0•0•0•0•Updated Sep 8, 2022Sep 8, 2022
milanlp-at-mami
Public
Code associated with the paper "MilaNLP at SemEval-2022 Task 5: Using Perceiver IO for Detecting Misogynous Memes with Text and Image Modalities"
Python
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MIT License
•0•1•0•0•Updated Jul 12, 2022Jul 12, 2022