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Orion Weller's Projects

amti icon amti

A Mechanical Turk Interface (amti) 🤖

byucs236 icon byucs236

A interpreter for the Datalog Language - made for CS236 at BYU

configtune icon configtune

An easy way to tune machine learning hyperparameters (especially for those that use a config file)

contextual-repr-analysis icon contextual-repr-analysis

A toolkit for evaluating the linguistic knowledge and transferability of contextual representations. Code for "Linguistic Knowledge and Transferability of Contextual Representations", to appear at NAACL 2019.

cs450 icon cs450

Labs and assignments for CS450: Computer Vision in Python

documentreadingtime icon documentreadingtime

Code and data from the ACL paper "You Don’t Have Time to Read This: an Exploration of Document-LevelReading Time Prediction"

fednlp icon fednlp

FedNLP: A Research Platform for Federated Learning in Natural Language Processing

followir icon followir

FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

humortranslate icon humortranslate

Using Machine Translation to "translate" non-humor into humor. Code for the paper "Humorous Headline Generation via Style Transfer" at FigLang 2020

instructir icon instructir

IntructIR, a novel benchmark specifically designed to evaluate the instruction following ability in information retrieval models. Our focuses on user-aligned instructions tailored to each query instance.

modelcomparison icon modelcomparison

An R Package to return a variety of different model types, complete with hyper-parameter tuning

mteb icon mteb

MTEB: Massive Text Embedding Benchmark

mtlvsift icon mtlvsift

Code for the paper "When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning"

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