Benjamin Heinzerling (bheinzerling)

bheinzerling

User data from Github https://github.com/bheinzerling

Company:RIKEN AIP

Location:Sendai, Japan

Home Page:bheinzerling.github.io

GitHub:@bheinzerling


Organizations
nlpAThits

Benjamin Heinzerling's repositories

bpemb

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

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pyrouge

A Python wrapper for the ROUGE summarization evaluation package

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bunny

A progress bar like tqdm, but with more bunny.

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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

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lm-as-kb

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

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descriptors

A collection of descriptors for validating input data.

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draw_entity.js

A package for visualizing entities in texts

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numeric-property-repr

Code for the paper: Monotonic Representation of Numeric Properties in Language Models (ACL 2024)

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subword-sequence-tagging

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

anth

A simple command line interface to the ACL Anthology

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rank-corr

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

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selpref-emb

Selectional Preference Embeddings (EMNLP 2017)

semantic-search

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

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