bheinzerling/dougu

Stars
23
Rank 1,010,571 (Top 20 %)
Language
Python
License
MIT License
Created about 7 years ago
Updated 2 months ago

bheinzerling/dougu

bheinzerling

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Assorted tools and utility functions, mainly for doing NLP with Python

bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

pyrouge

A Python wrapper for the ROUGE summarization evaluation package

bunny

A progress bar like tqdm, but with more bunny.

ran

A PyTorch implementation of Recurrent Additive Networks by Lee et al. (2017)

lm-as-kb

Code for the paper: Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries (EACL 2021)

descriptors

A collection of descriptors for validating input data.

draw_entity.js

A package for visualizing entities in texts

subword-sequence-tagging

Code for the paper: Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation (ACL 2019)

rank-corr

An application designed to teach the ranked correlation measures Kendall's tau, Spearman's rho, and average precision.

selpref-emb

Selectional Preference Embeddings (EMNLP 2017)

anth

A simple command line interface to the ACL Anthology

semantic-search

Simple example showing "semantic" search with sentence-transformers and FAISS nearest neighbor search

numeric-property-repr

Code for the paper: Monotonic Representation of Numeric Properties in Language Models