Diego Antognini

pyGAT. Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

py-rouge. Full Python implementation of the ROUGE metric, producing same results as in the official perl implementation.

HotelRec. Large-Scale (~50M) Hotel Reviews Dataset

SelfSent. Implementation in Tensorflow of A Structured Self-attentive Sentence Embedding with the sentiment analysis task.

GameWikiSum. Video Games Dataset for Multi-Document Summarization

SemEval-2014-Task-4-ABSA. Aspect Term Extractor for the competition SemEval-2014 Task 4 on Aspect Based Sentiment Analysis

Risk-Analysis-using-Topic-Models-on-Annual-Reports. Risk Analysis using Topic Models on Annual Reports. First EDIC semester project (PhD).

SMS-Spam-Classification. EPFL - PhD course - Adaptation & Learning. Project about SMS spam classification using different types of text encoding.

MTM.

Social-Recommendation-System. Single semester project, Bsc 5 HE-Arc 2013-2014

ConvSent. The training code for the EMNLP 2017 paper "Learning Generic Sentence Representations Using Convolutional Neural Networks"

iccluster-setup. Setup script, documentation and job system infos for the iccluster.

OperatingSystems. EPFL - HES Pathway - Operating systems

Pattern-Classification-And-Machine-Learning. EPFL - MA1 - Pattern classification and machine learning

controversy-opinions-aspects-papernotes. Papernotes for opinions, aspects and controversy

pytorch-template. PyTorch template project

DistributedIntelligentSystems. EPFL - MA1 - Project Distributed Intelligent Systems