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awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

cikm2020

Code and Data for our CIKM 2020 Paper on Journalists' Interactions with Their Readership

datasets

🤗 The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

datenbank-spektrum2019

Code for our Datenbank-Spektrum Journal Article on Data Repeatability in Web Science

dl4tm

A short introduction to Deep Learning in Python with Keras

esida2021

Code for our ESIDA 2021 Paper on Comment Exploration

faceted-domain-encoder

germeval.github.io

haystack-integrations

🚀 A list of Haystack Integrations, maintained by the community or deepset.

icadl2018

Code for our ICADL 2018 Paper on Book Recommendation with Document Embeddings

icwsm2020

Code and Data for our ICWSM 2020 Paper on User Engagement in Online Discussions

ir2020

jcdl2018

Code for our JCDL 2018 Paper on Entropy-Based Topic Modeling

jcdl2020

Code and Data for our JCDL 2020 Paper on Hierarchical Document Classification

konvens2019_and_lrec2020

Code for our GermEval@KONVENS 2019 and TRAC@LREC 2020 papers on Offensive Language Identification using BERT

naacl2018

Code for our NAACL 2018 Paper on Predicting User Comments on News Items

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

patentmatch

patentmatch-farm

toxic-comment-collection

Code for our WOAH@ACL 2021 Paper on Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in One Unified Format

trac-coling2018

Code and Data for our TRAC@COLING 2018 Paper on Aggression Identification Using Deep Learning and Data Augmentation

trac-lrec2020

Code for our TRAC@LREC 2020 Paper/ JLCL 2020 Article on Explanation Methods for Offensive Language Classifiers

wi-iat2020

workshop-rag-optimization

Notebooks for RAG optimization workshop