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List of works by Alexander M. Rush

A 16-nm SoC for Noise-Robust Speech and NLP Edge AI Inference With Bayesian Sound Source Separation and Attention-Based DNNs

scientific article published in 2022

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

scientific article published on 9 November 2022

Cascaded Text Generation with Markov Transformers

scientific article published in November 2020

Character-Aware Neural Language Models

Kim et al. 2015

Datasets: A Community Library for Natural Language Processing

Developmental Stage Classification of Embryos Using Two-Stream Neural Network with Linear-Chain Conditional Random Field

scientific article published on 21 September 2021

How many data points is a prompt worth?

LSTMVis: A Tool for Visual Analysis of Hidden State Dynamics in Recurrent Neural Networks.

scientific article published on 29 August 2017

Latent Alignment and Variational Attention

Latent Template Induction with Gumbel-CRFs

scientific article published in November 2020

Movement Pruning: Adaptive Sparsity by Fine-Tuning

scientific article published in November 2020

Multitask Prompted Training Enables Zero-Shot Task Generalization

OpenNMT: Open-Source Toolkit for Neural Machine Translation

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

SEQ2SEQ-VIS : A Visual Debugging Tool for Sequence-to-Sequence Models

scientific article published on 17 October 2018

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

paper introducing bAbI tasks

Transformers: State-of-the-Art Natural Language Processing

Visual Interaction with Deep Learning Models through Collaborative Semantic Inference

scientific article published on 19 August 2019