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analogy-language-model

The official implementation of "BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?, ACL 2021 main conference"

berkeley-reinforcement-learning

http://ai.berkeley.edu/reinforcement.html#Q1

coco-lm

[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining

complete-deep-learning

corpora

A collection of small corpuses of interesting data for the creation of bots and similar stuff.

cs188-projects

CS188 Artificial Intelligence @UC Berkeley

deeporigins

Building the foundations of deep learning from matrix multiplication and backpropagation to cyclical learning rate policies, ResNets and beyond

hate-speech-and-offensive-language

Repository for the paper "Automated Hate Speech Detection and the Problem of Offensive Language", ICWSM 2017

llms-synt-struct-sentence-analogies

This repo provides the scripts of our paper "On the Relationship between Sentence Analogy Identification and Sentence Structure Encoding in Large Language Models" (EACL 2024).

pubmed_parser

:clipboard: A Python Parser for PubMed Open-Access XML Subset and MEDLINE XML Dataset

pytorch-101-tutorial-series

PyTorch 101 series covering everything from the basic building blocks all the way to building custom architectures.

recurrent-neural-networks

Learning about and doing projects with recurrent neural networks