mehdi-mirzapour Goto Github PK

plm4cl

ICLR 2022

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

pytorch-biggraph

Generate embeddings from large-scale graph-structured data.

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

pytorch-mask-rcnn-tutorial-code

This repository contains the code for my PyTorch Mask R-CNN tutorial.

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

pytorch-vision-transformer

PyTorch implementation of the vision transformer

pytorch_compact_bilinear_pooling

Compact Bilinear Pooling for PyTorch

pytorch_dann

An implementation of DANN with pytorch

rake

A python implementation of the Rapid Automatic Keyword Extraction

recommender-systems

This repo includes all my recommendation models

relationprediction

ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

scipaperclassification

Clustering and Classification of research abstracts into an unknown number of categories using public arxiv dataset.

sem

SEM, a free NLP tool relying on machine learning technologies, especially CRFs.

simplejensim

size_constrained_clustering

Implementation of Size Constrained Clustering Algorithm

smil

Pytorch implementation of SMIL: Multimodal Learning with Severely Missing Modality (AAAI 2021)

spring

SPRING is a seq2seq model for Text-to-AMR and AMR-to-Text (AAAI2021).

style-transfer-in-text

stylegan-pytorch

A simple implementation of Style-Based Generator Architecture for Generative Adversarial Networks with pytorch

tara

code for [ACL23] An AMR-based Link Prediction Approach for Document-level Event Argument Extraction

tars

A deep generative model library in Theano and Lasagne

tensorfusionnetworks

Pytorch Implementation of Tensor Fusion Networks for multimodal sentiment analysis.

text-style-transfer-gan

Style transfer in text using cycle-consistent WGANs

topic-modeling-arxiv-dataset

This is a new approach for topic modeling. Topics have been extracted from 600,000 articles sourced from the Arxiv Dataset

transformer

Transformer seq2seq model, program that can build a language translator from parallel corpus

transformer-based-twg-parsing

Statistical Parsing for Tree Wrapping Grammars with Transformer-based supertagging and A-star parsing. The experiments are described in the submitted LREC 2022 paper "RRGparbank: A Parallel Role and Reference Grammar Treebank"

transition-amr-parser

Transition-based parser for Abstract Meaning Representation (AMR) in Pytorch

valet

Very Agile Language Extraction Toolkit

wl-coref

This repository contains the code for EMNLP-2021 paper "Word-Level Coreference Resolution"