word-sense-disambiguation

There are 1 repository under word-sense-disambiguation topic.

kevincobain2000 / sentiment_classifier
Sentiment Classification using Word Sense Disambiguation
sentiment-analysis machine-learning wsd word-sense-disambiguation
Language:OpenEdge ABL 172
kevincobain2000 / jProcessing
Japanese Natural Langauge Processing Libraries
nlp japanese word-sense-disambiguation wsd
Language:OpenEdge ABL 148
danlou / LMMS
Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings
nlp word-sense-disambiguation bert contextual-embeddings wordnet wsd sense-embeddings paper
Language:Python 92
luofuli / word-sense-disambiguation
Incorporating Dictionary Knowledge into Neural Word Sense Disambiguation(ACL 2018)
word-sense-disambiguation memory-network incorporate-knowledge
Language:Python 66
SapienzaNLP / ewiser
A Word Sense Disambiguation system integrating implicit and explicit external knowledge.
word-sense-disambiguation natural-language-processing nlp wsd
Language:Python 66
getalp / disambiguate
Disambiguate is a tool for training and using state of the art neural WSD models
word-sense-disambiguation
Language:Python 57
Sshanu / Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses
Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow
word-sense-disambiguation tensorflow hierarchical hierarchical-models one-million-dataset semcor part-of-speech crf single-word-sense-disambiguation all-word-sense-disambiguation attention-mechanism attention single all wordnet deep-learning deep-neural-networks convolutional-neural-networks lstm
Language:Jupyter Notebook 33
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.
wsd word-sense-disambiguation nlp spello hindi-spell-correction python-3 lesk lesk-algorithm pos-tagging hindi-pos-tag indowordnet hinglish hinglish-to-hindi-transliteration indic-languages indic-nlp indic-transliteration code-mixing python-library python-package wsd-dataset
Language:Python 29
asafamr / bertwsi
Word Sense Induction with BERT MLM
wsi word-sense-induction word-sense-disambiguation bert
Language:Python 28
uhh-lt / wsd
A system for unsupervised knowledge-free interpretable word sense disambiguation based on distributional semantics
sense-disambiguation sense wsd word-sense-disambiguation distributional-semantics jobimtext distributional-analysis
Language:JavaScript 19
stevezheng23 / sequence_labeling_tf
Sequence Labeling in Tensorflow
artificial-intelligence natural-language-understanding natural-language-processing deep-learning machine-learning recurrent-neural-networks convolutional-neural-networks sequence-labeling named-entity-recognition pos-tagging chunking semantic-role-labeling word-sense-disambiguation coreference-resolution
Language:Python 18
SapienzaNLP / usea
Universal Semantic Annotator (LREC 2022)
nlp amr-parsing api lrec natural-language-processing onnx pytorch semantic-parsing semantic-role-labeling serving-pytorch-models word-sense-disambiguation lrec2022
Language:Shell 16
SapienzaNLP / wsd-hard-benchmark
Data and code for "Nibbling at the Hard Core of Word Sense Disambiguation" (ACL 2022).
word-sense-disambiguation evaluation natural-language-processing
Language:Python 14
rktamplayo / AutoSense
[AAAI2019] AutoSense Model for Word Sense Induction
word-sense-induction word-sense-disambiguation word-sense topic-modeling topic-models topic-model latent-dirichlet-allocation
Language:Java 13
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.
meta-learning few-shot-learning word-sense-disambiguation natural-language-processing
Language:Python 11
nlpub / watasense
Watasense: an Unsupervised WSD System for Under-Resourced Languages.
lexical-semantics word-sense-disambiguation natural-language-processing
Language:Python 11
Jeff09 / Word-Sense-Disambiguation-using-Bidirectional-LSTM
lstm word-sense-disambiguation glove-embeddings python3 keras tensorflow
Language:AMPL 10
princeton-nlp / metric-wsd
NAACL'2021: Non-Parametric Few-Shot Learning for Word Sense Disambiguation
nlp few-shot-learning word-sense-disambiguation
Language:Python 10
SapienzaNLP / clubert
Distribution of word meanings in Wikipedia for English, Italian, French, German and Spanish.
nlp natural-language-processing word-sense-disambiguation wsd sense-distribution-learning most-frequent-sense mfs
10
SapienzaNLP / conception
Code and experiments for the COLING2020 paper "Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations".
meaning-representation word-sense-disambiguation word-similarity nlp
Language:Java 10
SpringerNLP / Chapter5
Chapter 5: Embeddings
nlp word-embeddings word2vec word-similarity document-clustering sense2vec word-sense-disambiguation glove-embeddings
Language:Jupyter Notebook 8
uhh-lt / context-eval
Tools for Evaluation of Unsupervised Word Sense Disambiguation Systems
evaluation word-sense-disambiguation word-sense-induction semeval
Language:Jupyter Notebook 8
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)
wsd word-sense-disambiguation bert fine-tuning fine-tuning-bert word-in-context glossbert word-in-context-disambiguation python pytorch pytorch-lightning sapienza-university nlp huggingface
Language:Python 6
SapienzaNLP / neural-pagerank-wsd
Exploiting the global WordNet graph to perform WSD
word-sense-disambiguation semantics natural-language-processing natural-language-understanding wsd
Language:Python 6
spallas / wsd
A 78.5% word sense disambiguator based on Transformers and RoBERTa (PyTorch)
nlp nlp-machine-learning word-sense-disambiguation transformer languagemodel
Language:Python 6
akutuzov / russian_wsi
Russian Word Sense Induction system (for the RUSSE'18 shared task)
word-sense-induction word-sense-disambiguation word-embeddings russian nlp
Language:Python 5
Eroica / gensense
Assigning senses to sentences
sentence-meaning clustering word-sense-disambiguation
Language:HTML 5
jackyzha0 / treehacks2020-backend
[🏆 Azure Prize at TreeHacks] readAR -- 🌲 TreeHacks 2020 Backend
bert wsd word-sense-disambiguation flask azure treehacks
Language:Python 5
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.
flask-application hmtl named-entity-recognition ner nlp pos-tagging python summarization word-sense-disambiguation wsd
Language:Python 5
anishLearnsToCode / word-sense-disambiguation
NLP: Word Sense Disambiguation (WSD) 📚 on python 3 🐍.
nlp natural-language-processing wsd word-sense-disambiguation resnik-similarity path-length-similarity
Language:Jupyter Notebook 4
SapienzaNLP / mosaico
A multilingual open-text semantically annotated interlinked corpus
artificial-intelligence natural-language-processing natural-language-understanding relation-extraction semantic-parsing semantic-role-labeling word-sense-disambiguation
Language:Python 4
SapienzaNLP / multilabel-wsd
A multi-labeling model for knowledge integration into Word Sense Disambiguation (EACL 2021).
word-sense-disambiguation knowledge-integration natural-language-processing
Language:Python 4
SapienzaNLP / sir
SIR is a sense-enhanced Information Retrieval system for multiple languages (EMNLP2021).
information-retrieval word-sense-disambiguation query-expansion learning-to-rank
Language:Python 4
WanzhengZhu / FUSE
FUSE: Multi-Faceted Set Expansion by Coherent Clustering of Skip-grams (ECML-PKDD 2020)
set-expansion clustering word-sense-disambiguation
Language:Python 4
jorge-martinez-gil / uwsd
Context-Aware Semantic Similarity Measurement for Unsupervised Word Sense Disambiguation
context context-awareness semantic-search semantic-similarity semantic-similarity-measures similarity-measures similarity-score word-sense-disambiguation
Language:Python 3
Mindful / MWEasWSD
Repo for the paper "MWE as WSD: Solving Multi-Word Expression Identification with Word Sense Disambiguation"
multiword-expressions mwe nlp word-sense-disambiguation wsd
Language:Python 3

word-sense-disambiguation

kevincobain2000 / sentiment_classifier

kevincobain2000 / jProcessing

danlou / LMMS

luofuli / word-sense-disambiguation

SapienzaNLP / ewiser

getalp / disambiguate

Sshanu / Hierarchical-Word-Sense-Disambiguation-using-WordNet-Senses

praatibhsurana / Hinglish_Hindi_WSD

asafamr / bertwsi

uhh-lt / wsd

stevezheng23 / sequence_labeling_tf

SapienzaNLP / usea

SapienzaNLP / wsd-hard-benchmark

rktamplayo / AutoSense

Nithin-Holla / MetaWSD

nlpub / watasense

Jeff09 / Word-Sense-Disambiguation-using-Bidirectional-LSTM

princeton-nlp / metric-wsd

SapienzaNLP / clubert

SapienzaNLP / conception

SpringerNLP / Chapter5

uhh-lt / context-eval

andrea-gasparini / nlp-word-sense-disambiguation-wic-data

SapienzaNLP / neural-pagerank-wsd

spallas / wsd

akutuzov / russian_wsi

Eroica / gensense

jackyzha0 / treehacks2020-backend

whitebeard10 / Text-Summarizer-with-WSD

anishLearnsToCode / word-sense-disambiguation

SapienzaNLP / mosaico

SapienzaNLP / multilabel-wsd

SapienzaNLP / sir

WanzhengZhu / FUSE

jorge-martinez-gil / uwsd

Mindful / MWEasWSD