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codenn

Summarizing Source Code using a Neural Attention Model - CODENN

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

germeval2021

kmeans_pytorch

kmeans using PyTorch

learning-to-unjumble

learning to unjumble as a pretraining objective for RoBERTa

models

Models and examples built with TensorFlow

nlp4if-2021

Cross-lingual misinformation detection

pet

This repository contains the code for "Exploiting Cloze Questions for Few-Shot Text Classification and Natural Language Inference"

pythonmultidimensionalplots

📉📈📊Interactive higher dimension plots generated using python and plotly. Use of pseudo dimensions for drawing upto 6D plot.

round-trip-distractors

Code for the paper Automatic Generation of Distractors for Fill-in-the-Blank Exercises with Round-Trip Neural Machine Translation https://aclanthology.org/2022.acl-srw.31.pdf

sentence-transformers

Sentence Embeddings with BERT & XLNet

sentencemim-demo

This repo contains code to reproduce some of the results presented in the paper "SentenceMIM: A Latent Variable Language Model"

sp19-dl-collaborative-notes

Collaborative lecture notes for Spring '19 NYU DL class

text-clustering

Clustering text data (data mining fall 2019)

textdistance

Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.

transformers_v2.5.1_boolq

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

visualization

🌅 cool visualizations using matplotlib and seaborn with a wide range of use cases