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Mario's Projects

big-bench icon big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

cwr4lsc icon cwr4lsc

Contextualised Word Representations for Lexical Semantic Change Analysis

datasets icon datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

emo2vec icon emo2vec

Semi-supervised emotion lexicon expansion with label propagation and specialized word embeddings

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

information-value icon information-value

A repository for the EMNLP 2023 paper "Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives"

nlg-uncertainty-probes icon nlg-uncertainty-probes

Code to probe Natural Language Generation (NLG) systems for their uncertainty, and to evaluate it against human production variability (i.e., aleatoric uncertainty)

photobook_dataset icon photobook_dataset

The raw game transcripts, additional materials and processor for the PhotoBook Dataset

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

semchange-profiling icon semchange-profiling

Repository for the CoNLL-2021 paper "Grammatical Profiling for Semantic Change Detection" by Mario Giulianelli, Andrey Kutuzov, and Lidia Pivovarova.

semeval2020 icon semeval2020

Lexical semantic change detection shared task at SemEval 2020: UiO-UVA team

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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