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Shashank Gupta's Projects

pytorch-pretrained-bert icon pytorch-pretrained-bert

πŸ“–The Big-&-Extending-Repository-of-Transformers: Pretrained PyTorch models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

seqgan icon seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sequence_gan icon sequence_gan

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

simcse icon simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821

spacefusion icon spacefusion

An implementation for the SpaceFusion model, https://arxiv.org/abs/1902.11205

spacy icon spacy

πŸ’« Industrial-strength Natural Language Processing (NLP) with Python and Cython

stanford_alpaca icon stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

theoremqa icon theoremqa

The dataset and code for paper: TheoremQA: A Theorem-driven Question Answering dataset

thoughtsource icon thoughtsource

A central, open resource for data and tools related to chain-of-thought reasoning in large language models. Developed @ Samwald research group: https://samwald.info/

vector-entailment icon vector-entailment

A suite of representation learning models for sentence embedding, and some tasks to evaluate them on.

wikibrain icon wikibrain

The WikiBrain Java library enables researchers and developers to incorporate state-of-the-art Wikipedia-based algorithms and technologies in a few lines of code.

word2vec icon word2vec

This tool provides an efficient implementation of the continuous bag-of-words and skip-gram architectures for computing vector representations of words. These representations can be subsequently used in many natural language processing applications and for further research.

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