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mila-aia's Projects

anomaly-transformer icon anomaly-transformer

About Code release for "Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy" (ICLR 2022 Spotlight), https://openreview.net/forum?id=LzQQ89U1qm_

cass-dataset icon cass-dataset

Code to obtain and clean the French CASS dataset for tex summarization composed of legal judgments

gta icon gta

Learning Graph Structures with Transformer for Multivariate Time Series Anomaly Detection in IoT

ner-data icon ner-data

A repository to store public data for NER project

octis icon octis

OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

tner icon tner

Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition, EACL 2021"

tranad icon tranad

[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.

wikipedia-biography-dataset icon wikipedia-biography-dataset

This dataset gathers 728,321 biographies from wikipedia. It aims at evaluating text generation algorithms. For each article, we provide the first paragraph and the infobox (both tokenized).

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