Popular GitHub Repositories for Sentences

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

Using supervised learning to train Questions to identify Answers

This repository is for the COMS 6998 Practical Deep Learning System Performance course final project that I took at Columbia (https://www.cs.columbia.edu/education/ms/fall-2020-topics-courses/#e6998010). In this project, my teammate and I investigate parallelism in NLP. We experimented on how parallelism (e.g. using multi-head attention instead of recurrent connection and splitting input for inference) affects model performance (accuracy and speed-wise). More on it here http://bit.ly/pract-dl-final-report.

This repo contains the source code of the AMR (Abstract Meaning Representation) based approach for abstractive summarization. (ACL-SRW 2018)