sentence-embeddings

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Here are 255 public repositories matching this topic...

mic-he / sEmbeddings

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Computing (and experimenting with) sentence embeddings in Python

python nlp word2vec word-embeddings nlu sentence-embeddings

Updated Mar 27, 2019
Jupyter Notebook

marcomoldovan / hierarchical-language-modeling

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We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.

machine-learning natural-language-processing information-retrieval deep-learning word-embeddings pytorch transformer transfer-learning representation-learning language-model attention-mechanism document-retrieval natural-language-understanding document-embedding sentence-embeddings

Updated Jul 25, 2023
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ankita1112 / Text-matching-System-for-Question-Matching

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Three different methods namely TFIDF, word average embedding method and inverse document frequency method were used to build a text matching system. The systems were tested on the first 100 questions which were duplicate. A maximum accuracy score of 77% and 67% in top5 and top 2 matches was obtained using average word model.

word-embeddings tf-idf nlp-machine-learning text-matching sentence-embeddings text-preprocessing question-matching

Updated Aug 27, 2021
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wd400 / theGoodWord

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Find words based on their approximate definition. Wiktionary & Sentence embeddings

nlp natural-language-processing english french sentence-embeddings

Updated Dec 21, 2023
JavaScript

flyingflying / IntroNLP

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个人的 NLP 算法实验库和笔记库

nlp natural-language-processing relation-extraction sentence-embeddings

Updated Jan 3, 2023
Python

zhongbin1 / Generalized-Pooling

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Tensorflow implementation of the model presented in Enhancing Sentence Embedding with Generalized Pooling

nlp tensorflow sentence-embeddings

Updated Jul 23, 2019
Python

aajanki / fi-sentence-embeddings-eval

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Comparison of sentence embedding models for Finnish

nlp finnish sentence-embeddings

Updated Feb 16, 2023
Python

BotCenter / spanish-sent2vec

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Spanish Sentence Embeddings computed from large corpora using sent2vec.

nlp natural-language-processing embeddings spanish spanish-language sentence-embeddings sent2vec

Updated Jul 19, 2019

eduar03yauri / DCGAN-text2face-forSpanish

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This repository contains the code, models and corpus of the project "Generative Adversarial Networks for Text-to-Image Synthesis & Generation: A Comparative Analysis of Natural Language Processing models for the Spanish language".

gan celeba-dataset sentence-embeddings roberta-model

Updated Feb 5, 2024
Python

erniehs-zz / krunt

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Krunt, to be a krunt or not to be a krunt.

nodejs javascript text-generation text-processing sentence-embeddings

Updated Nov 22, 2020
JavaScript

chengzhipanpan / PaSeR

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Code for EMNLP paper `Sentence Representation Learning with Generative Objective rather than Contrastive Objective`

sentence-embeddings

Updated Oct 18, 2022
Python

opeajibuwa / word-embedding-for-sentiment-classification

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This project explores the use of glove embedding to improve twitter sentiment classification performance - AI534 class

nlp sentiment-analysis pca dimensionality-reduction t-sne clustering-algorithm kmeans-clustering glove-embeddings sentence-embeddings

Updated Dec 13, 2022
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llmrails / ember-v1

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State-of-the-Art Ember embedding model for retrieval augmented generation

transformers embeddings sentence-classification text-embedding sentence-similarity sentence-embeddings sentence-transformers mteb

Updated Oct 31, 2023

shuxiaobo / text-representation

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Text representation works, such as : paper, code, review, datasets, blogs, thesis and so on.

nlp competition benchmark thesis text-classification embeddings transfer-learning representation-learning scholars sentence-embeddings

Updated Mar 2, 2019

tic-top / LoraCSE

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😜Constrative Learning of Sentence Embedding using LoRA (EECS487 final project)

nlp pytorch lora sentence-embeddings peft contrastive-learning

Updated Apr 19, 2023
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Galal-pic / Talented-recruitment-and-skills-analysis-system

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The project's goal is to help job seekers understand the basic qualifications for specific jobs and evaluate the suitability of their skills for those positions. Additionally, the program aims to assist recruiters in enhancing their resume selection processes by analyzing and understanding job advertisements ....

nlp flask sqlalchemy scraping transformer ner sentence-embeddings fine-tuning huggingface sentence-transformers