GitHub topics: word-sense-disambiguation
jorge-martinez-gil/uwsd
Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation
Language: Python - Size: 2.03 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 7 - Forks: 0
StarlangSoftware/AnnotatedSentence
Annotated Sentence Processing Library
Language: Java - Size: 9.87 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 3 - Forks: 3
SapienzaNLP/mosaico
A multilingual open-text semantically annotated interlinked corpus
Language: Python - Size: 332 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1
SapienzaNLP/ewiser
A Word Sense Disambiguation system integrating implicit and explicit external knowledge.
Language: Python - Size: 54.8 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 69 - Forks: 18
SapienzaNLP/homonymy-wsd
Official repository of the paper "Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models".
Language: Python - Size: 32.4 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0
praatibhsurana/Hinglish_Hindi_WSD
A pipeline for transliteration, spell correction, POS tagging and word sense disambiguation of Hinglish code mixed data to Hindi Devanagari script.
Language: Python - Size: 895 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 8
kevincobain2000/jProcessing
Japanese Natural Langauge Processing Libraries
Language: OpenEdge ABL - Size: 12.6 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 149 - Forks: 30
StarlangSoftware/WordSenseDisambiguation-Cy
Word Sense Disambiguation Algorithms
Language: Cython - Size: 5.68 MB - Last synced at: 16 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
kevincobain2000/sentiment_classifier
Sentiment Classification using Word Sense Disambiguation
Language: OpenEdge ABL - Size: 24.1 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 170 - Forks: 34
luofuli/word-sense-disambiguation
Incorporating Dictionary Knowledge into Neural Word Sense Disambiguation(ACL 2018)
Language: Python - Size: 10.4 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 70 - Forks: 25
SapienzaNLP/usea
Universal Semantic Annotator (LREC 2022)
Size: 1.13 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 17 - Forks: 1
StarlangSoftware/AnnotatedSentence-Js
AnnotatedSentence Processing Library
Language: TypeScript - Size: 154 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1
StarlangSoftware/WordSenseDisambiguation-CS
Word Sense Disambiguation Algorithms
Language: C# - Size: 146 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 1
StarlangSoftware/AnnotatedSentence-CS
Annotated Sentence Processing Library
Language: C# - Size: 88.9 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
StarlangSoftware/WordSenseDisambiguation-CPP
Word Sense Disambiguation Algorithms
Language: C++ - Size: 14.4 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
StarlangSoftware/AnnotatedSentence-CPP
Annotated Sentence Processing Library
Language: C++ - Size: 39.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
Sshanu/Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses
Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow
Language: Jupyter Notebook - Size: 61 MB - Last synced at: 4 months ago - Pushed at: about 5 years ago - Stars: 33 - Forks: 6
Mindful/MWEasWSD
Repo for the paper "MWE as WSD: Solving Multi-Word Expression Identification with Word Sense Disambiguation"
Language: Python - Size: 1.12 MB - Last synced at: 3 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 1
pauhidalgoo/sentiment-analysis
In-depth exploration of sentiment analysis on movie reviews with two different approaches: supervised learning, using techniques like BoW; and unsupervised, using SentiWordnet and word sense disambiguation.
Language: Jupyter Notebook - Size: 18.6 MB - Last synced at: 9 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0
SapienzaNLP/wsd-hard-benchmark
Data and code for "Nibbling at the Hard Core of Word Sense Disambiguation" (ACL 2022).
Language: Python - Size: 1.27 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 1
jdlflr/sense_aware_query_expansion
An out-of-the-box, corpus-agnostic query expansion tool for lexical retrieval systems.
Language: Python - Size: 16.6 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
SapienzaNLP/conception
Code and experiments for the COLING2020 paper "Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations".
Language: Java - Size: 37.1 KB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 11 - Forks: 1
StarlangSoftware/WordSenseDisambiguation-Swift
Word Sense Disambiguation Algorithms
Language: Swift - Size: 47.9 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
StarlangSoftware/WordSenseDisambiguation-Py
Word Sense Disambiguation Algorithms
Language: Python - Size: 5.67 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
ignatiusniko/Text-Simplification-using-Word-Sense-Disambiguation
Text Simplification using Word Sense Disambiguation Using Knowledge-Based Approach
Language: Python - Size: 394 KB - Last synced at: about 1 year ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0
SapienzaNLP/multilabel-wsd
A multi-labeling model for knowledge integration into Word Sense Disambiguation (EACL 2021).
Language: Python - Size: 34.2 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 5
akutuzov/russian_wsi
Russian Word Sense Induction system (for the RUSSE'18 shared task)
Language: Python - Size: 5.64 MB - Last synced at: 9 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0
jia1/pms
Python Makes Sense - a word sense disambiguation project
Language: Jupyter Notebook - Size: 10.7 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
uhh-lt/wsd
A system for unsupervised knowledge-free interpretable word sense disambiguation based on distributional semantics
Language: JavaScript - Size: 13.9 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 19 - Forks: 5
uhh-lt/context-eval
Tools for Evaluation of Unsupervised Word Sense Disambiguation Systems
Language: Jupyter Notebook - Size: 185 MB - Last synced at: over 1 year ago - Pushed at: over 8 years ago - Stars: 8 - Forks: 4
StarlangSoftware/WordSenseDisambiguation
Word Sense Disambiguation Algorithms
Language: Java - Size: 1.47 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1
whitebeard10/Text-Summarizer-with-WSD
This project is a text summarization system that leverages word sense disambiguation and pre-trained T5 models. It identifies and summarizes repeating words with different meanings, using spaCy for NLP and an n-gram model for candidate word selection. It compares summaries using Rouge scores and outputs the best one. Written in Python with Flask.
Language: Python - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 1
aadishgoel/Artificial-Intelligence
FaceDetection, ScalingPictures, WordSenseDisambiguation
Language: Python - Size: 2.2 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 2
semantic-web-company/wsid
Word Sense Induction and Disambiguation with Co-occurrences
Language: Python - Size: 64.5 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1
agrawalnaman/Word-Sense-Disambiguation-Sensegrams
This repository depicts our attempt to solve the long standing problem of word sense disambiguation in NLP using novel methods like generation of context vectors and sense embeddings.
Language: Python - Size: 3.78 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1
vgupta123/contextualize_scdv
Unsupervised Contextualized Document Representation, to appear in SustaiNLP 2021 EMNLP 2021
Language: Python - Size: 5.42 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0
francescapoli98/bachelor-thesis-project
Management of lexicographic resources with the aim of builing a sense inventory. Collab with the ELEXIS project through ILC-CNR for my Bachelor Thesis in Digital Humanities. The Sense Inventory has been published as a resource in the Home Repository of ILC4CLARIN ⬇️
Language: Python - Size: 2.01 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0
rtimbro185/uw_nlt_ling571_deep_nlp
University of Washington, Masters of Computational Linguistics - LING 571 - Deep Processing Techniques for NLP
Language: Python - Size: 5.6 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
princeton-nlp/metric-wsd
NAACL'2021: Non-Parametric Few-Shot Learning for Word Sense Disambiguation
Language: Python - Size: 15.9 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 10 - Forks: 1
SapienzaNLP/clubert
Distribution of word meanings in Wikipedia for English, Italian, French, German and Spanish.
Size: 23.5 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 0
avijay24/WSD_from_scratch
Implemented a dictionary-based Word Sense Disambiguation(WSD) system that disambiguates the sense by comparing the definitions of the target word to the definitions of relevant words in the context. (Simple Lesk and Corpus Lesk)
Language: Jupyter Notebook - Size: 3.46 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
danlou/LMMS
Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings
Language: Python - Size: 1.06 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 89 - Forks: 20
rktamplayo/AutoSense
[AAAI2019] AutoSense Model for Word Sense Induction
Language: Java - Size: 5.06 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 13 - Forks: 5
sanjyotUM/NLP_assignment_3
Naive Bayes algorithm-based word sense disambiguation implemented from scratch.
Language: Jupyter Notebook - Size: 335 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
shygnome/word-sense-disambiguation
Natural Language Processing (NLP) course final project for Word Sense Disambiguation task.
Language: Jupyter Notebook - Size: 244 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
Eroica/gensense 📦
Assigning senses to sentences
Language: HTML - Size: 84.2 MB - Last synced at: almost 2 years ago - Pushed at: over 9 years ago - Stars: 5 - Forks: 1
getalp/disambiguate
Disambiguate is a tool for training and using state of the art neural WSD models
Language: Python - Size: 1.75 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 55 - Forks: 17
artreven/thesaural_wsi
Data for discrimination of word senses using hypernyms
Size: 17.9 MB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 2 - Forks: 1
Jeff09/Word-Sense-Disambiguation-using-Bidirectional-LSTM
Language: AMPL - Size: 12.2 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 10 - Forks: 5
Abhi7410/Word-Sense-Disambiguation
The repository contains the implementation of four baseline models for Word Sense Disambiguation, including Lesk, Naive Bayes, K-Nearest Neighbors, and BiLSTM. Additionally, a BERT-based model has been included for comparison. The models have been trained on the SemCor dataset and evaluated on the Senseval and SemEval datasets
Language: Jupyter Notebook - Size: 144 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
edivadiranatnom/Master-Thesis
Master's Thesis in Natural Language Generation
Language: Jupyter Notebook - Size: 55 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
nlpub/watasense 📦
Watasense: an Unsupervised WSD System for Under-Resourced Languages.
Language: Python - Size: 238 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 1
andrea-gasparini/nlp-word-sense-disambiguation-wic-data
WSD for Word-in-Context (WiC) disambiguation, experimenting with BERT feature-based and fine-tuning approaches (GlossBERT)
Language: Python - Size: 42.1 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1
nlpub/russe-wsi-toloka 📦
Word Sense Annotation on Toloka for RUSSE 2018 WSI&D Task.
Language: Python - Size: 359 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
Ameeya-ARS/IITB-Natural-Language-Processing
[CS626 - NLP - IIT Bombay] All my submissions in this course
Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1
asafamr/bertwsi
Word Sense Induction with BERT MLM
Language: Python - Size: 21.5 KB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 28 - Forks: 8
SapienzaNLP/neural-pagerank-wsd
Exploiting the global WordNet graph to perform WSD
Language: Python - Size: 348 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1
anishLearnsToCode/word-sense-disambiguation
NLP: Word Sense Disambiguation (WSD) 📚 on python 3 🐍.
Language: Jupyter Notebook - Size: 277 KB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 1
Nithin-Holla/MetaWSD
Repository containing code for the paper "Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation", published at Findings of EMNLP.
Language: Python - Size: 211 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 10 - Forks: 5
saehaana/cmsc416
Rule-based and statistical methods for creating computer programs that analyze, generate, and understand human language.
Language: Python - Size: 658 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0
stevezheng23/sequence_labeling_tf
Sequence Labeling in Tensorflow
Language: Python - Size: 426 KB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 1
spectre900/Word-Sense-Disambiguation-Prediction Fork of aprameya2001/Word-Sense-Disambiguation-Prediction
A project to tackle the task of Word Sense Disambiguation using BERT based models on the WiC-TSV dataset
Size: 687 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
aprameya2001/Word-Sense-Disambiguation-Prediction
A project to tackle the task of Word Sense Disambiguation using BERT based models on the WiC-TSV dataset
Language: Jupyter Notebook - Size: 687 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2
jackyzha0/treehacks2020-backend
[🏆 Azure Prize at TreeHacks] readAR -- 🌲 TreeHacks 2020 Backend
Language: Python - Size: 9.38 MB - Last synced at: 1 day ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 0
JediRhymeTrix/sentiment_classifier Fork of kevincobain2000/sentiment_classifier
Sentiment Classification using Word Sense Disambiguation
Language: OpenEdge ABL - Size: 24.1 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
hrshtv/WSD-Word2Vec-Lesk
Word Sense Disambiguation using the Lesk algorithm with Word2Vec embeddings
Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
SapienzaNLP/sir
SIR is a sense-enhanced Information Retrieval system for multiple languages (EMNLP2021).
Language: Python - Size: 373 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 4 - Forks: 1
subhalingamd/nlp-contextual-word-meaning-comparision
Evaluating context-sensitive word meaning understanding in pair of sentences for BERT and GloVe+BiLSTM using WiC dataset | A3 for COL772 course (Fall 21)
Language: Jupyter Notebook - Size: 1.46 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0
SpringerNLP/Chapter5
Chapter 5: Embeddings
Language: Jupyter Notebook - Size: 190 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 8 - Forks: 4
WanzhengZhu/FUSE
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams (ECML-PKDD 2020)
Language: Python - Size: 3.19 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2
awanteedeshpande/uds-snlp-tutorial Fork of zouharvi/uds-snlp-tutorial
Slides for tutorials of Statistical Natural Language Processing (SS 2021), Universität des Saarlandes.
Language: Python - Size: 25.8 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
kishen19/lesk
A detailed article on the Lesk and Extended Lesk Algorithms used for Word Sense Disambiguation.
Language: HTML - Size: 63.5 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
hardyqr/Word-Sense-Disambiguation-a-non-exhaustive-list
Size: 36.1 KB - Last synced at: 14 days ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1
frankier/STIFF
Sense Tagged Instances For Finnish
Language: Python - Size: 732 KB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1
spallas/wsd
A 78.5% word sense disambiguator based on Transformers and RoBERTa (PyTorch)
Language: Python - Size: 884 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 1
spraakbanken/sparv-wsd
Word-sense disambiguation tool based on SALDO
Language: Shell - Size: 5.78 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
davide97l/Word2vec
Word2Vec Tensorflow implementation with word sense disambiguation.
Language: Python - Size: 37.1 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
elsheikh21/word-sense-disambiguation
Implementing Multilingual WSD using [Normal, Atten]BiLSTM, Seq2Seq[Atten], Multitask WSD
Language: Python - Size: 17 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
frankier/finn-wsd-eval
Evaluation (and some implementations/adaptations) of WSD systems for Finnish
Language: Python - Size: 606 KB - Last synced at: 2 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
fodierna/Natural-Language-Technologies
Five mini-projects done for the course of Natural Language Technologies held at the Computer Science departement of the University of Turin.
Language: Python - Size: 14.2 MB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
vyaslkv/NER-Named-Enitity-Extraction--WSD-Word-Sense-Disambiguation--word_corrector-according-to-domain-
NLP related problem statements & solutions like NER, WSD & Word Correction according to domain
Language: Python - Size: 11.5 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0
Ostyk/word-sense-disambiguation
Language: Python - Size: 333 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
emanuelegiona/NLP2019_HW3
Neural Word Sense Disambiguation, replicating "Neural Sequence Learning Models for Word Sense Disambiguation", Alessandro Raganato, Claudio Delli Bovi and Roberto Navigli, EMNLP 2017
Language: Python - Size: 207 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
ezetl/WSDumbo
Word Sense Disambiguator prototype using Hadoop + Python
Language: Verilog - Size: 12 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0
pabitralenka/Iterative-Translation-Disambiguation
This is the implementation of SIGIR - 2005 paper on Iterative translation disambiguation for cross-language information retrieval
Language: Python - Size: 13.7 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0
