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followers: 9.0 following: 9.0 repos: 22.0 gists: 0.0

Name: Iacopo Ghinassi

Type: User

Company: Queen Mary University of London

Bio: PhD Candidate in Speech and Language Processing, passionate about Digital Humanities and building things from scratch.

Location: London

Iacopo Ghinassi's Projects

arp_score

Average Relative Proximity metrics and experiments used in the paper "When Cohesion Lies in the Embedding Space: New Framework and Methodologies for Embedding-Based Reference-Free Metrics for Topic Segmentation".

audio-topic-segmentation

Repository for the paper "Exploring pre-trained Audio Neural Representations for Audio Topic Segmentation"

bad-boids

A deliberately badly programmed implementation of Boids for teaching

certifai

A python implementation of CERTIFAI framework for machine learning models' explainability as discussed in https://www.aies-conference.com/2020/wp-content/papers/099.pdf

coursera_capstone

Repository for the data science specialisation by IBM on Coursera

deeptiling

A TextTiling-based algorithm for text segmentation (aka topic segmentation) that uses neural sentence encoders, as well as extractive summarization and semantic search applications built on top of it.

demorepo

It's a demo

digitrecogniser

A very, very basic digit recogniser and gaussian calculators functions with basic Python

frequencyapp

Shiny app to discover and visualise the occurrences of words and/or word-sets (i.e. dictionaries) in given txt files (up to 5)

git-is-great

RSE git Module

git-is-great-1

RSE Git Module

language-modelling-with-rnns

A simple series of programs to train gated recurrent neural networks with PyTorch and generate text based on them.

latin-bert-ise-wsd

Using Latin BERT for large scale word sense disambiguation on ISE corpus

latin-ise-wsd

A large scale automatic analysis of selected lemmas sense change across centuries based on the Latin-ISE corpus and the original BERT-based word sense disambiguation system by Bamman et al. (2020)

latinwsd

Repository for Paper "Language Pivoting from Parallel Corpora for Word Sense Disambiguation of Historical Languages: a Case Study on Latin" presented at COLING-LREC 2024

multimodalsa

MultiModal Sentiment Analysis architectures for CMU-MOSEI.

multimodaltopicsegmentation

Repository implementing multimodal topic segmentation in the embedding space as described in the paper Multimodal Topic Segmentation with pre-trained Neural Encoders.

nse-topicsegmentation

A repository including a variety of neural architectures for supervised topic segmentation

semanticegonetwork

codes to perform exploratory semantic network analysis on one concept of interest

semanticnetworkvizr

codes to perform semantic network analysis on multiple concepts (defined as multiple words-set, i.e. dictionaries) across multiple texts with R

textgeneration

Qui c'è la ricetta di base per addestrare un nuovo modello neurale di generazione di testo partendo da testi arbitrari.

vq-vae_topic

An implementation of the paper [Vector-Quantization-Based Topic Modeling](https://dl.acm.org/doi/10.1145/3450946), providing a series of VQ-VAE models for topic modelling. The model reaches state-of-the-art performance on Ng20 and enables the extraction of dense topic vectors for downstream tasks.

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Iacopo Ghinassi's Projects

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