tilmanbeck Goto Github PK

acl2019-bert-argument-classification-and-clustering

adapter-transformers

Huggingface Transformers + Adapters = ❤️

argumentation

aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

big-bench

Beyond the Imitation Game collaborative benchmark for measuring and extrapolating the capabilities of language models

causalm

CausaLM: Causal Model Explanation Through Counterfactual Language Models

cluster_ensembles

A package for combining multiple partitions into a consolidated clustering. The combinatorial optimization problem of obtaining such a consensus clustering is reformulated in terms of approximation algorithms for graph or hyper-graph partitioning.

cluto-mat-parser

cnn-for-sentence-classification-in-keras

Convolutional Neural Networks for Sentence Classification in Keras

compaqt

contextualized-topic-models

A python package to run contextualized topic modeling

dcwe

Code for "Dynamic Contextualized Word Embeddings"

deep-learning-for-nlp-resources

List of resources to get started with Deep Learning for NLP.

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

detm

dkpro-core

Collection of software components for natural language processing (NLP) based on the Apache UIMA framework.

dl-setup

Instructions for setting up the software on your deep learning machine

dynamicword2vec

Dynamic Word Embeddings for Evolving Semantic Discovery code.

emoji

emoji terminal output for Python

etm

Topic Modeling in Embedding Spaces

feedbackvertex

Algorithm for the Feedback Vertex Cover Problem described in the following paper:

gensen

Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

gpt-2-simple

Python package to easily retrain OpenAI's GPT-2 text-generating model on new texts

inception-external-recommender

External recommender framework for INCEpTION in Python

interpretability-literature

kirbycms

Kirby is a file-based CMS. Easy to setup, easy to use, flexible as hell. Buy now: http://getkirby.com/buy

language-change-tutorial

Tutorial on computational models of language change

lftm

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

mole-stance

MoLE: Cross-Domain Label-Adaptive Stance Detection