Word Sense Disambiguation NLP Tools

Tools for disambiguating word meanings in context, resolving lexical ambiguity using knowledge bases, neural models, or graph-based approaches. Does NOT include general word embeddings, named entity recognition, or multi-word expression parsing as primary tasks.

There are 19 word sense disambiguation tools tracked. 1 score above 70 (verified tier). The highest-rated is alvations/pywsd at 70/100 with 746 stars and 49,681 monthly downloads.

Get all 19 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	alvations/pywsd Python Implementations of Word Sense Disambiguation (WSD) Technologies.	70	Verified	746	Python
2	danlou/LMMS Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings	44	Emerging	98	Python
3	SapienzaNLP/ewiser A Word Sense Disambiguation system integrating implicit and explicit...	44	Emerging	70	Python
4	dustalov/watset Watset: Automatic Induction of Synsets from a Graph of Synonyms	30	Emerging	16	Shell
5	anishLearnsToCode/word-sense-disambiguation NLP: Word Sense Disambiguation (WSD) 📚 on python 3 🐍.	27	Experimental	4	Jupyter Notebook
6	USC-NSL/sage SAGE disambiguates protocol description in an IETF RFC document, then...	27	Experimental	18	Python
7	linalgo/wsd Fast, efficient open source & open data Word Sense Disambiguation models for...	26	Experimental	3	Python
8	Mindful/MWEasWSD Repo for the paper "MWE as WSD: Solving Multi-Word Expression Identification...	24	Experimental	4	Python
9	SapienzaNLP/neural-pagerank-wsd Exploiting the global WordNet graph to perform WSD	23	Experimental	6	Python
10	princeton-nlp/metric-wsd NAACL'2021: Non-Parametric Few-Shot Learning for Word Sense Disambiguation	21	Experimental	10	Python
11	ymgw55/WSMD Improving word mover’s distance by leveraging self-attention matrix...	19	Experimental	10	Python
12	SapienzaNLP/multilabel-wsd A multi-labeling model for knowledge integration into Word Sense...	19	Experimental	4	Python
13	SapienzaNLP/homonymy-wsd Official repository of the paper "Analyzing Homonymy Disambiguation...	15	Experimental	6	Python
14	andrea-gasparini/nlp-word-sense-disambiguation-wic-data WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT...	15	Experimental	6	Python
15	SapienzaNLP/clubert Distribution of word meanings in Wikipedia for English, Italian, French,...	14	Experimental	10	—
16	nnakul/word-sense-disambiguator Using graph connectivity in WordNets and PageRank style algorithm to develop...	12	Experimental	3	Jupyter Notebook
17	SapienzaNLP/wsd-hard-benchmark Data and code for "Nibbling at the Hard Core of Word Sense Disambiguation"...	12	Experimental	15	Python
18	maybemkl/wmdecompose A Python implementation of Word Mover's Distance that decomposes document...	12	Experimental	4	Jupyter Notebook
19	dirkneuhaeuser/preposition-sense-disambiguation Learn meanings behind words is a key element in NLP. This project...	12	Experimental	4	Python

Comparisons in this category

pywsd and word-sense-disambiguation (70 vs 27) pywsd and wsd (70 vs 26)