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Python 3.8+ toolbox for submitting jobs to Slurm
Boost LaTeX typesetting efficiency with preview, compile, autocomplete, colorize, and more.
Discontinuous Hamiltonian Monte Carlo in JAX
The Return of Lexical Dependencies: Neural Lexicalized PCFGs (TACL)
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
Code to reproduce experiments in the paper "Task-Oriented Dialogue as Dataflow Synthesis" (TACL 2020).
From Credit Assignment to Entropy Regularization: Two New Algorithms for Neural Sequence Prediction
Reinforcement Learning for Neural Machine Translation
Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch
pytorch implementation of "Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control"
Python Multi-Agent Reinforcement Learning framework
EGG: Emergence of lanGuage in Games
Code associated with the Don't Stop Pretraining ACL 2020 paper
Implementation of Dual Learning NMT on PyTorch
A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)
A scalable generative AI framework built for researchers and developers working on Large Language Models, Multimodal, and Speech AI (Automatic Speech Recognition and Text-to-Speech)
Code for "Unsupervised State Representation Learning in Atari"
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Simple language-driven navigation tasks for studying compositional learning
This repository contains the data and code for the paper "An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation" (EMNLP2019).
source code for "Greedy Search with Probabilistic N-gram Matching for Neural Machine Translation"
Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020
A demonstration of structured prediction algorithms using imitation learning for natural language processing