ncgamit

ALforASAG

Evaluation of Active Learning for Short Answer Grading

ASAG

BERT Based ASAG

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

Comparative-Evaluation-of-Pretrained-Transfer-Learning-Models-on-ASAG

conll2020-multilingual-sentence-probing

Code and data for our CoNLL 2020 publication: "How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation"

document_representations_tests

embedding-as-service

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

embeddings

Trying vectorizers, word and sentence embedding techniques for content based recommendations

Fast_Sentence_Embeddings

Compute Sentence Embeddings Fast!

modAL

A modular active learning framework for Python

Fine-Tuning-BERT

natural-language-processing

Resources for "Natural Language Processing" Coursera course.

nbgrader

A system for assigning and grading notebooks

nlp-notebooks

A collection of notebooks for Natural Language Processing from NLP Town

NLP-python

Codes regarding Natural Language Processing

NLP_Sentence_Similarity

Sentence Similarity Project using different word embedding techniques. Done as a project for my AIET-IITH course.

Prunning-CNN

se-benchmark

Semantic-Search-using-Elmo

This notebook details how to extract sentences for a search query using the power of Elmo

Semantic-Similarity-of-Sentences

Methods used: Cosine Similarity with Glove, Smooth Inverse Frequency, Word Movers Difference, Sentence Embedding Models (Infersent and Google Sentence Encoder), ESIM with pre-trained FastText embedding. Best performing method on Quora Question pair dataset was an Ensemble method with 0.27 log-loss.

semantic-text-similarity

Model capable of encode sentences into embeddings sementically enriched.

sent2vec

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

SentEval

A python tool for evaluating the quality of sentence embeddings.

short_answer_granding_capstone_project

Capstone project for Udacity's Machine Learning for Engineers

Simple-Sentence-Similarity

Exploring the simple sentence similarity measurements using word embeddings

SimplePruning

cnn pruning with tensorflow.

Text-Semantic-Similarity

This is the repository for the code that ran the experiments presented in the following article: Introduction to Deep Similarity Learning for Sequences

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.