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David Rau's Projects

anserini icon anserini

A Lucene toolkit for replicable information retrieval research

bem_score_pytorch icon bem_score_pytorch

Answer Equivalence BEM score example in PyTorch using Huggingface Tokenizer

eli5 icon eli5

Scripts and links to recreate the ELI5 dataset.

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

hub icon hub

🔌 A central repository collecting pre-trained adapter modules

ir2 icon ir2

Towards more abstractive text summarization with Pointer-Generator Networks

machine icon machine

Codebase for the i-machine-think project, a modular and fully tested Pytorch implementation for seq2seq models.

mixture-of-experts icon mixture-of-experts

PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538

nlp1 icon nlp1

Empirical Evaluation of LSTM Language Models on Syntactic Dependencies

prop icon prop

WSDM'2021, PROP and SIGIR'2021,B-PROP

quirky-quokka icon quirky-quokka

Environment-related difference of Deep Q-Learning and Deep Double Q-Learning

transformer-vs-bm25 icon transformer-vs-bm25

ECIR'22 - How Different are Pre-trained Transformers for Text Ranking? D.Rau et al.

transformers icon transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

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