Discover @bheinzerling Open Source projects

Benjamin Heinzerling (@bheinzerling)

bheinzerling

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Registered over 11 years ago
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Python
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Location 🇯🇵 Japan
Country Total Rank 467
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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)

dougu

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

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