Browse Covid-19 & SARS-CoV-2 Scientific Papers with Transformers 🦠 📖

AGATHA: Automatic Graph-mining And Transformer based Hypothesis generation Approach

Retired repository for Machine Learning utils at the Wellcome Trust (now deprecated).

Code for ECIR 2022 paper Local Citation Recommendation with Hierarchical-Attention Text Encoder and SciBERT-based Reranking

Generating brain activation maps from free-form text query

Implementation for EACL 2021 paper "Scientific Discourse Tagging for Evidence Extraction".

Identifying Used Methods and Datasets in Scientific Publications

Code for Findings of EMNLP 2022 short paper "CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model".

Do authors on arXiv make their code and data available? We're building text mining and machine learning tools to find out!

Final project for the "Deep Natural Language Processing" course @ PoliTo, 2022/2023

This repository contains the source code for the first and the second task of DeftEval 2020 competition, used by the University Politehnica of Bucharest (UPB) team to train and evaluate the models.

The goal of this project is to help people on the front-line fighting COVID-19 find the most relevant research papers to better understand key pain-points and apply these findings into their plans and operations in addressing the pandemic.

A cost-sensitive BERT that handles the class imbalance for the task of biomedical NER.

Source-code for Dissertation: "Transforming Peer Review: Using state-of-the-art Transformers for AI Assisted Peer Review"

this project to developed a Python

Webserver of text2brain for predicting brain activation maps from free-form text query

Literature indexing using Graph Neural Networks and label-guided text embeddings.

Comparison of binary classification models to predict whether text contains a description of a biological strategy relevant to biomimetic applications or not.

Article suggester-recommender using Krapivin dataset