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Lorenzo Bertolini's Projects

code_iwcs_19 icon code_iwcs_19

Repo for IWCS 2019 VSSD workshop poster - CoDE: learning Composable Dependency Embeddings

dream_reports_annotation icon dream_reports_annotation

Repository for the paper Automatic Scoring of Dream Reports' Emotional Content with Large Language Models

dreamy icon dreamy

DReAMy: a library for dream-reports annotation methods with python, NLP, and LLMs

findings_acl2021 icon findings_acl2021

Repo for the Findings of ACL 2021 paper: Representing Syntax and Composition with Geometric Transformations

iwcs_2023 icon iwcs_2023

Data for the compositional entailment task of the paper "Towards Unsupervised Compositional Entailment with Multi-Graph Embedding Models"

mlxtend icon mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

plane icon plane

Repo for the PLANE benchmark, introduced in the COLING 2022 paper: Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment

semantic_author_profiling icon semantic_author_profiling

Materials from my intro to programming class' project: a text classification problem (I tried to) solved with a Bidirectional LSTM

seq2tree_bi-lstm icon seq2tree_bi-lstm

Expansion of the architecture presented in the paper ' What you can cram into a single vector..' from Conneau et al., 2018

txt2space icon txt2space

This library allows you to load (static) vector spaces, saved in .txt format, and run multiple qualitative and quantitative investigations.

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