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gpt3_few_shot_explanations

guided_summarization

GSum: A General Framework for Guided Neural Abstractive Summarization

interactive-visualization-of-bert-ebeddings

interpretableml

My analyses for interpretable Machine Learning

kept_knowledge_prompt_mimic

keybert

Minimal keyword extraction with BERT

linkbert

[ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links

lit_nlp

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

mathematics-for-machine-learning

A set of notes, in the form of a simple Github Pages site, which will serve as a complete crash course on the various areas of mathematics essential to understanding machine learning.

medical_notes_extractive_summarization

Extractive summarizationof medical transcriptions

medical_sentence_tokenizer

Some of my work on splitting medical text into sentences for BERT langauge modeling training.

mimic-iii-rationale-production

mixtext

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

ml-collection-pytorch-tensorflow

original taken from: https://github.com/aladdinpersson/Machine-Learning-Collection

n2c2_track1_challenge

nlp-summarisation-lda-mimic-iii-notes

NLP- Deep Learning, Gensim, Spacy, NLTK and Scikit Learn

nlp_projects

nn_interpretability

Pytorch implementation of various neural network interpretability methods

pegasus_with_longformer_summarization

pegasusdemo

Abstractive text summarization with Google PEGASUS using HuggingFace Transformers

pigeon_jupyter_annotation

🐦 Quickly annotate data from the comfort of your Jupyter notebook

practical_nlp

Final repo for notebooks for the book

presumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

prompt_position_outcome_generation

public_clinical_prompt

pytorch-vae-tutorial

A simple tutorial of Variational AutoEncoders with Pytorch

random_nn_tutorials

Paper implementations from scratch and machine learning tutorials

ratchet

RAdiological Text Captioning for Human Examined Thoraxes

robert_recurrence_over_bert

pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch implementation of other Hierarchical Methods (Mean Pooling and Max Pooling) and Truncation Methods (Head Only and Tail Only) presented in this paper https://arxiv.org/abs/1905.05583

sapbert

[NAACL & ACL 2021] SapBERT: Self-alignment pretraining for BERT & XL-BEL: Cross-Lingual Biomedical Entity Linking.