Discover bheinzerling/lm-as-kb Open Source project

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Python
Created over 3 years ago
Updated 10 months ago

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

bpemb

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

Python

1,175

pyrouge

A Python wrapper for the ROUGE summarization evaluation package

Python

250

bunny

A progress bar like tqdm, but with more bunny.

Python

119

ran

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

Python

dougu

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

Python

descriptors

A collection of descriptors for validating input data.

Python

draw_entity.js

A package for visualizing entities in texts

JavaScript

subword-sequence-tagging

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

Python

rank-corr

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

Python

selpref-emb

Selectional Preference Embeddings (EMNLP 2017)

anth

A simple command line interface to the ACL Anthology

Python

semantic-search

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

Python

numeric-property-repr

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

HTML

bheinzerling/lm-as-kb

bheinzerling

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