yaserkl

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

BERTvsULMFIT

Comparing Text Classification results using BERT embedding and ULMFIT embedding

TransferRL

Deep Transfer Reinforcement Learning for Text Summarization

musicautobot

Using deep learning to generate music in MIDI format.

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

ABSA-BERT-pair

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

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

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

InferSent

Sentence embeddings (InferSent) and training code for NLI.

influence-release

Iterative-Document-Representation-Learning-Towards-Summarization-with-Polishing

openai-gpt-2-browser-extension

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

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

seq2seq

Attention-based sequence to sequence learning

StructuredGAN

SGAN: Structured Generative Adversarial Networks

textCNN_public

TGAN

Generative adversarial training for synthesizing tabular data

vecmap

A framework to learn cross-lingual word embedding mappings

XSum

Topic-Aware Convolutional Neural Networks for Extreme Summarization

yaserkl.github.io