Timo Schick

pet. This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

dino. This repository contains the code for "Generating Datasets with Pretrained Language Models".

fewglue. This repository contains the FewGLUE dataset for few-shot natural language understanding.

self-debiasing. This repository contains the code for "Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP".

bertram. This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".

form-context-model. This repository contains the code for the Form-Context Model and its Attentive Mimicking variant.

am-for-bert. This repository contains the WordNet Language Model Probing (WNLaMPro) dataset introduced in "Rare Words: A Major Problem for Contextualized Embeddings and How to Fix it by Attentive Mimicking".

one-token-approximation. This repository contains the code for applying One-Token Approximation to a pretrained language model using subword-level tokenization.

amr-gen. This is a Java-based implementation of the AMR-to-text generator introduced in "Transition-Based Generation from Abstract Meaning Representations".

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