epfl-dlab/aiflows

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epfl-dlab/aiflows

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🤖🌊 aiFlows: The building blocks of your collaborative AI

🤖🌊 aiFlows

The library, together with tutorials (implementing ReAct, AutoGPT, and many more), will be released in the next few weeks.

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The library is based on the conceptual framework Flows proposed in Flows: Building Blocks of Reasoning and Collaborating AI

GoogleTrendsAnchorBank

Google Trends, made easy.

GenIE

The autoregressive information extraction system GenIE (Generative Information Extraction) implemented in PyTorch.

transformers-CFG

🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers

SynthIE

The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction".

llm-latent-language

Repo accompanying our paper "Do Llamas Work in English? On the Latent Language of Multilingual Transformers".

Jupyter Notebook

homepage2vec

Language-Agnostic Website Embedding and Classification

cc_flows

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

Cr5

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

Jupyter Notebook

GPTurk

Jupyter Notebook

quootstrap

Unsupervised method for extracting quotation-speaker pairs from large news corpora.

GCD

YouNiverse

Code for the dataset paper: "YouNiverse: Large-Scale Channel and Video Metadata from English-Speaking YouTube"

Jupyter Notebook

Quotebank

Code and data for the WSDM '21 paper "Quotebank: A Corpus of Quotations from a Decade of News"

WikiHist.html

This is a repo containing all code and steps taken to download, setup the process and convert the whole English Wikipedia history from Wikitext to HTML format.

understanding-decoding

The data and the PyTorch implementation for the models and experiments in the paper "Language Model Decoding as Likelihood–Utility Alignment".

LAMEN

entity-matchers

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

pairformance

Tool to perform paired evaluation of automatic systems

WikiPDA

Crosslingual Topic Modeling with WikiPDA

Jupyter Notebook

unfun

Code and data for the AAAI'19 paper "Reverse-Engineering Satire, or 'Paper on Computational Humor Accepted Despite Making Serious Advances'"

invariant-language-models

A framework to train language models to learn invariant representations.

eigenthemes

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

causal-distances

Jupyter Notebook

property-inference-attacks

Modular framework for property inference attacks on deep neural networks

GraphCyclesRemoval

Implementation of "A fast and effective heuristic for the feedback arc set problem"

secvm-server

The server to collect user data and learn an SVM in the SecVM project

KLearn

Jupyter Notebook

BT-eval

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

Jupyter Notebook

Negativity_in_2016_campaign

Code for the Paper "United States Politicians' Tone Became More Negative with 2016 Primary Campaigns"

flows

The flows library

amplification_paradox

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

Jupyter Notebook

llm-grounding-analysis

distribution-inference-risks

Distribution Inference Risks: Identifying and Mitigating Sources of Leakage

Jupyter Notebook

wiki_pageviews_covid

Data and code for the paper "Sudden Attention Shifts on Wikipedia During the COVID-19 Crisis"

Jupyter Notebook

descartes

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

nelight

laughing-head

Code for the laughing head paper

Jupyter Notebook

mdic

Code and data for the paper: "Message Distortion in Information Cascades" (TheWebConf2019)

Jupyter Notebook

wiki_image_classification

Wikipedia Image Classification project

Jupyter Notebook

youtube-embeddings

YouTube channel embeddings and social dimensions

140_to_280

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

WikipediaAsWebGateway

Jupyter Notebook

CELMOC

Framework for Cost-Effective Language Model Choice

quotebank-toolkit

Scripts for cleaning and enriching Quotebank

post-mortem-memory

broccoli-plugin

structuring-wikipedia-articles

Structuring Wikipedia Articles with Section Recommendations

foodle-trends

Jupyter Notebook

when_sheep_shop

Repository for the article "When Sheep Shop: Measuring Herding Effects in Product Ratings with Natural Experiments" published at WWW2018

Jupyter Notebook

manosphere_to_altright

Jupyter Notebook

DIPPS

anticipated-vs-actual

Jupyter Notebook

deplatforming_dataset

Jupyter Notebook

SpokespersonAttributionCOVID

Repository of code and data for the paper "The effect of spokesperson attribution on public health message sharing during the COVID-19 pandemic".

WCNPruning

A framework to clean the Wikipedia category network.

wikipedia-citation-engagement

Quantifying Engagement with Citations on Wikipedia https://arxiv.org/abs/2001.08614

Jupyter Notebook