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Ethan Perez's Projects

allennlp icon allennlp

An open-source NLP research library, built on PyTorch.

convince icon convince

Finding Generalizable Evidence by Learning to Convince Q&A Models

decomprc icon decomprc

An original implementation of ACL 2019, "Multi-hop Reading Comprehension through Question Decomposition and Rescoring"

fasttext icon fasttext

Library for fast text representation and classification.

film icon film

FiLM: Visual Reasoning with a General Conditioning Layer

glue-baselines icon glue-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

now icon now

Develop. Preview. Ship.

parlai icon parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-pretrained-bert icon pytorch-pretrained-bert

πŸ“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

rda icon rda

Code for "Rissanen Data Analysis: Examining Dataset Characteristics via Description Length" by Ethan Perez, Douwe Kiela, and Kyungyhun Cho

semanticretrievalmrs icon semanticretrievalmrs

This is the repo for the paper "Revealing the Importance of Semantic Retrieval for Machine Reading at Scale".

true_few_shot icon true_few_shot

Code for the paper "True Few-Shot Learning in Language Models" (https://arxiv.org/abs/2105.11447)

xlm icon xlm

PyTorch original implementation of Cross-lingual Language Model Pretraining.

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