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absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

adversarialvariationalbayes

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bert-e2e-absa

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis (W-NUT@EMNLP 2019)

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

bertvsulmfit

Comparing Text Classification results using BERT embedding and ULMFIT embedding

chunk-nmt

Chunk-based neural machine translation

constrained_decoding

Lexically constrained decoding for sequence generation using Grid Beam Search

context-selection-embedding

Context Selection for Embedding Models

domain-adapted-atsc

code for our 2019 paper: "Adapt or Get Left Behind: Domain Adaptation through BERT Language Model Finetuning for Aspect-Target Sentiment Classification"

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

feudal_networks

An implementation of FeUdal Networks for Hierarchical Reinforcement Learning as published : https://arxiv.org/abs/1703.01161

hypergraph

imdb-pie

Python IMDB client using the IMDB json web service made available for their iOS app.

infersent

Sentence embeddings (InferSent) and training code for NLI.

influence-release

iterative-document-representation-learning-towards-summarization-with-polishing

mix-plus-gans

Code for the paper Generalization and Equilibrium in GANs

mixer

Mixed Incremental Cross-Entropy REINFORCE ICLR 2016

models

Models built with TensorFlow

musicautobot

Using deep learning to generate music in MIDI format.

namas

Neural Attention Model for Abstractive Summarization

openai-gpt-2-browser-extension

A browser extension that displays the GPT-2 Log Probability of selected text

piecewise-nvdm-emnlp-2017

Code to support the paper "Piecewise Latent Variables for Neural Variational Text Processing" for EMNLP 2017.

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

private-ai

Repo for Udacity's Secure & Private AI course

progressive_growing_of_gans

Progressive Growing of GANs for Improved Quality, Stability, and Variation

pyomogallery

A collection of Pyomo examples

refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning