This project contains templates and evaluation of models with these templates for the task of Adverse Drug Effect (ADE) detection.

AlphaGo Zero adaptation for Hex

Collection of notebook guides created by the Brev.dev team!

Dataset + classifier tools to study social perception biases in natural language generation

Ease your training experience on the DFKI GPU cluster 🦄

Few-shot named entity recognition

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.

Interactive neural theorem proving in Lean

Extend the scikit-learn classification report with custom weighting schemes.

Explanation Method for Neural Models in NLP

Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

An Open-Source Framework for Prompt-Learning.

Must-read papers on prompt-based tuning for pre-trained language models.

[Konvens21] This repository contains the DFKI MobIE Corpus, a dataset of 3,232 German-language documents that have been annotated with fine-grained geo-entities, such as streets, stops and routes, …

Language model Prompt And Query Archive

R package for fitting the Bradley-Terry model to large datasets

Sparse learning library and sparse momentum resources.

XLNet: Generalized Autoregressive Pretraining for Language Understanding

Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)

Machine Translation Diagnostics Tool

Tensors and Dynamic neural networks in Python with strong GPU acceleration