Julian Risch

A conda-smithy repository for haystack-ai.

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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

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

🧪 Experimental features for Haystack

👩🏻‍🍳 A collection of example notebooks using Haystack

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🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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Notebooks for RAG optimization workshop

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

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

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

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

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

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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.

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

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

Code for our ESIDA 2021 Paper on Comment Exploration

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

A short introduction to Deep Learning in Python with Keras

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

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

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