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infersent

Here are 17 public repositories matching this topic...

sileod / Discovery

Mining Discourse Markers for Unsupervised Sentence Representation Learning

natural-language-processing deep-learning dataset discourse-analysis discourse-parsing pdtb unsupervised-learning natural-language-inference large-dataset natural-language-understanding sentence-embeddings infersent discourse-markers pretrained-model discourse-connectives

Updated May 31, 2023
Jupyter Notebook

AlexYangLi / NLI_Keras

Keras implementation (tensorflow backend) of natural language inference

clr attention-mechanism natural-language-inference snli swa siamese-network siamese-lstm nli infersent decomposable-attention siamese-cnn snapshot-ensemble esim sgdr

Updated Apr 16, 2019
Python

rajatgermany / qa-nlp

Reading comprehension QA model trained on Squad dataset

python flask machine-learning keras deeplearning squad infersent

Updated Oct 13, 2019
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shreyansh26 / RevOpiD

Review Opinion Diversification - Shared task in IJCNLP 2017, Taipei, Taiwan

clustering doc2vec liu mining-opinion-features review-opinion-diversification infersent

Updated Nov 13, 2018
Jupyter Notebook

Nikoletos-K / QA-with-SBERT-for-CORD19

⚕️🦠 Developed a document retrieval system to return titles of scientific papers containing the answer to a given user question based on the first version of the COVID-19 Open Research Dataset (CORD-19) ☣️🧬

doc2vec bert glove-embeddings sentence-embeddings siamese-neural-network infersent roberta covid-19 cord-19-dataset sbert bert-summarization topk-predictions cross-encoders

Updated Dec 10, 2024
Jupyter Notebook

parasdahal / infersent

Implementation of the InferSent paper by Conneau et al., EMNLP2017

nlp snli sentence-embeddings nli infersent pytorch-nlp emnlp2017 pytorch-lightning

Updated May 18, 2021
Python

m43 / focal-loss-against-heuristics

Using Focal Loss to Fight Shallow Heuristics: An Empirical Analysis of Modulated Cross-Entropy in Natural Language Inference

bert hans focal-loss infersent snli-dataset mnli-dataset

Updated Feb 9, 2023
Python

blazingeagle1002 / DocumentSimilarity

topic-modeling tf-idf lda document-similarity infersent gensim-doc2vec

Updated Jun 7, 2019
Python

chintankotian / D2F

A project to explore the use of transfer learning in GANs to produce photo realistic images of human faces from its description

data-preprocessing infersent elmo tf-hub-page

Updated Dec 9, 2020
Python

faezeh-gholamrezaie / Vectorization-Techniques-tutorial

Vectorization Techniques in Natural Language Processing Tutorial for Deep Learning Researchers

nlp text-classification word2vec text-analysis tf-idf bow vectorization cbow skipgram doc2vec doc2vec-word2vec glove-embeddings sentence-embeddings infersent fasttext-embeddings universal-sentence-encoder bert-embeddings sentence-bert

Updated Mar 16, 2024
Jupyter Notebook

celestialtaha / InferSent

Implementation of Facebook's InferSent in Keras as well as a slightly improved version.

nlp facebook keras supervised-learning infersent sentence-representations supervised-embeddings

Updated Apr 9, 2021
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Myrto-Inglezou / Document-retrieval-system

This project is about developing a document retrieval system to return titles of scientific papers containing the answer to a given user question. Two different sentence embedding approaches have been implemented and compared.

nlp ai pytorch bert ai2 sentence-embeddings infersent coronavirus cord-19 cord-19-dataset sbert

Updated Mar 5, 2021
Jupyter Notebook

Kingsman-Service / COVID-19-Information-Predictor

Implementation of a machine learning model to predict COVID-19 Informative Text.

transferlearning infersent datapreprocessing bert-embeddings handcrafted-features roberta-model

Updated Jun 11, 2022

roanakb / Contextual-Thesaurus

Contextual Thesaurus with Facebook Infersent Embeddings

nlp python3 nlp-machine-learning infersent facebook-research

Updated Dec 8, 2022
Python

Ved2000 / NLI-datasets-evaluation

Evaluation of Natural language Inference datasets on State of the art models and their combinations and ensembles.

python machine-learning natural-language-processing natural-language-inference snli hans multinli infersent allennlp

Updated Aug 25, 2020
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LeslieOverfitting / DQD

sse infersent bimpm esim

Updated Mar 20, 2020
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mansi-k / DeepFrankWolfie_Optimizer

Experimented with and compared DFW neural network optimizer with SGD and ADAM on both vision and language tasks

pytorch densenet dfw cifar10 back-propagation wide-resnet bilstm infersent optimizer-algorithms deep-frank-wolfie

Updated May 21, 2021
Jupyter Notebook

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