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EPFL Data Science Lab (dlab)'s Projects

140_to_280 icon 140_to_280

Repository for the paper β€œHow Constraints Affect Content: The Case of Twitter's Switch from 140 to 280” published at ICWSM’18

aiflows icon aiflows

πŸ€–πŸŒŠ aiFlows: The building blocks of your collaborative AI

amplification_paradox icon amplification_paradox

This repo contains the simulation code for the paper "The Amplification Paradox in Recommender Systems"

bt-eval icon bt-eval

Code to reproduce experiments of the ACL 2021 publication on the evaluation of NLP systems with the BT mechanism

cc_flows icon cc_flows

The data and implementation for the experiments in the paper "Flows: Building Blocks of Reasoning and Collaborating AI".

cr5 icon cr5

Code and data for the WSDM '19 paper "Crosslingual Document Embedding as Reduced-Rank Ridge Regression (Cr5)"

darks_and_stripes icon darks_and_stripes

Code for publication 'Darks and Stripes: Effects of Clothing on Weight Perception'

descartes icon descartes

The PyTorch implementation for the models in the paper "Descartes: Generating Short Descriptions of Wikipedia Articles"

edisum icon edisum

The data and the PyTorch implementation for the models and experiments in the paper "Edisum: Summarizing and Explaining Wikipedia Edits at Scale"

eigenthemes icon eigenthemes

Source code for "Low-rank Subspaces for Unsupervised Entity Linking"

entity-matchers icon entity-matchers

Source code for "A Critical Re-evaluation of Neural Methods for Entity Alignment"

forc icon forc

Framework for Cost-Effective Language Model Choice

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