yasmineTYM

doccano

Open source annotation tool for machine learning practitioners.

node2vec

Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).

tapas

End-to-end neural table-text understanding models.

Natural-Language-Processing-Specialization

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

KDEpy

Kernel Density Estimation in Python

dygiepp

Span-based system for named entity, relation, and event extraction.

attention-analysis

rat-sql

A relation-aware semantic parsing model from English to SQL

the-story-of-heads

This is a repository with the code for the ACL 2019 paper "Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned" and the ACL 2021 paper "Analyzing Source and Target Contributions to NMT Predictions".

n3net

Neural Nearest Neighbors Networks (NIPS*2018)

RasterFairy

The purpose of Raster Fairy is to transform any kind of 2D point cloud into a regular raster whilst trying to preserve the neighborhood relations that were present in the original cloud. A typical use case is if you have a similarity clustering of images and want to show the images in a regular table structure.

LFTM

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)

Labeled-LDA-Python

Implement of L-LDA Model(Labeled Latent Dirichlet Allocation Model) with python

crf

A pure-Python implementation of the Linear-Chain Conditional Random Fields

sequential_sentence_classification

https://arxiv.org/pdf/1909.04054

ConversationQueryRewriter

Code and Data for SIGIR 2020 Paper "Few-Shot Generative Conversational Query Rewriting"

SeaNMF

Short Text Topic Modeling

tabbie

tfgan

Building generative models for synthesizing and analyzing volume-rendered images

KGE-LDA

Knowledge Graph Embedding LDA. AAAI 2017

ne-spectrum

Attraction-Repulsion Spectrum in Neighbor Embeddings

pytorch-seq2seq

An Implementation of Encoder-Decoder model with global attention mechanism.

BERT-LRP

On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification

interpreting-nlp

LRP for LSTMs, GRUs, and BERT.

arXivLDA

Latent Dirichlet Allocation algorithms for topic extraction from the arXiv pre-print data

nmf

Non Negative Sparse Coding

PPODtottl

A script to convert a Google sheet containing PPOD data into an RDF turtle file

sparse-NMF