yaserkl

ABSA-BERT-pair

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

BERTvsULMFIT

Comparing Text Classification results using BERT embedding and ULMFIT embedding

hypergraph

models

Models built with TensorFlow

musicautobot

Using deep learning to generate music in MIDI format.

resume

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

TransferRL

Deep Transfer Reinforcement Learning for Text Summarization

urbcomp-scripts

This repository will house scripts related to the Introduction to Urban Computing Course (Fall 2017)

yaserkl/RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

yaserkl/BERTvsULMFIT

Comparing Text Classification results using BERT embedding and ULMFIT embedding

yaserkl/TransferRL

Deep Transfer Reinforcement Learning for Text Summarization

yaserkl/musicautobot

Using deep learning to generate music in MIDI format.

yaserkl/text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

yaserkl/ABSA-BERT-pair

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

yaserkl/BayesianOptimization

A Python implementation of global optimization with gaussian processes.

yaserkl/BERT-E2E-ABSA

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

yaserkl/BertSum

Code for paper Fine-tune BERT for Extractive Summarization

yaserkl/context-selection-embedding

Context Selection for Embedding Models

yaserkl/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"

yaserkl/dopamine

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

yaserkl/fast_abs_rl

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

yaserkl/feudal_networks

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

yaserkl/InferSent

Sentence embeddings (InferSent) and training code for NLI.

yaserkl/influence-release

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

yaserkl/openai-gpt-2-browser-extension

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

yaserkl/pointer-generator

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

yaserkl/private-ai

Repo for Udacity's Secure & Private AI course

yaserkl/progressive_growing_of_gans

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

yaserkl/PyomoGallery

A collection of Pyomo examples

yaserkl/Refresh

Ranking Sentences for Extractive Summarization with Reinforcement Learning

yaserkl/seq2seq

Attention-based sequence to sequence learning

yaserkl/StructuredGAN

SGAN: Structured Generative Adversarial Networks

yaserkl/textCNN_public

yaserkl/TGAN

Generative adversarial training for synthesizing tabular data

yaserkl/vecmap

A framework to learn cross-lingual word embedding mappings

yaserkl/XSum

Topic-Aware Convolutional Neural Networks for Extreme Summarization

yaserkl/yaserkl.github.io