RoyKashob / LnL-GNN Star 8 Code Issues Pull requests [IJCNN 2021] Node Embedding using Mutual Information and Self-Supervision based Bi-level Aggregation mutual-information node-classification graph-neural-networks self-supervised-learning mutual-information-maximization Updated Sep 15, 2024 Jupyter Notebook
zerohd4869 / CIFM Star 5 Code Issues Pull requests The official repository for ACL 2024 paper "Representation Learning with Conditional Information Flow Maximization". representation-learning natural-language-understanding pretrained-language-model mutual-information-maximization information-theoretic-methods Updated Sep 7, 2024 Python
tranquyenbk173 / FCRE-via-MMI Star 1 Code Issues Pull requests Preserving Generalization of Language Models in Few-shot Continual Relation Extraction (EMNLP2024) language-models relation-extraction mutual-information-maximization fewshot-continual-learning pretrained-lm-heads Updated Nov 21, 2024 Python