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Fenia Christopoulou's Projects

ai4h-nactem-handson icon ai4h-nactem-handson

NaCTeM hands-on session on Biomedical Text Mining at the AI4Health Winter School 2021

datasets icon datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deepspeed icon deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

dsre-vae icon dsre-vae

Source code for the NAACL 2021 paper: "Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors"

edge-oriented-graph icon edge-oriented-graph

Source code for the EMNLP 2019 paper: "Connecting the Dots: Document-level Relation Extraction with Edge-oriented Graphs"

mixture-tdsms icon mixture-tdsms

Source code for the ICSC 2018 paper: "Mixture of Topic-Based Distributional Semantic and Affective Models"

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

transformers icon transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

walk-based-re icon walk-based-re

Source code for the ACL 2018 paper: "A Walk-based model on Entity Graphs for Relation Extraction"

wiki_crosslingual icon wiki_crosslingual

Code to reproduce the NAACL 2021 paper "Wikipedia entities as rendezvous across languages: grounding multilingual LMs by predicting wikipedia hyperlinks".

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