NEC Laboratories Europe (nec-research)

NEC Laboratories Europe

nec-research

Geek Repo

Research software developed at NEC Laboratories Europe

Location:Heidelberg, Germany

Home Page:https://www.neclab.eu/

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NEC Laboratories Europe's repositories

TKG-Forecasting-Evaluation

Evaluation of Methods for Temporal Knowledge Graph Forecasting

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vibtcr

Code for "Attentive Variational Information Bottleneck for TCR-peptide Interaction Prediction", Grazioli et al., Bioinformatics 2022

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Adaptive-Message-Passing

Official Repository of Adaptive Message Passing

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fact-linking

Codebase for "Linking Surface Facts to Large-Scale Knowledge Graphs" (EMNLP 2023)

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alebrew

Official repository for the paper "Uncertainty-biased molecular dynamics for learning uniformly accurate interatomic potentials".

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graph-sum-product-networks

Official Repository of ICLR 2024 paper "Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks"

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recurrency_baseline_tkg

A Baseline for Temporal Knowledge Graph Forecasting based on Recurrency of facts

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VersaMatch

VersaMatch: Ontology Matching with Weak Supervision

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tc-hard

Experiments for "On TCR Binding Predictors Failing to Generalize to Unseen Peptides", Grazioli et al., Frontiers in Immunology 2022

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hidden_markov_model_temporal_graphs

Official Repository of the Hidden Markov Model for Temporal Graphs (HMM4G)

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OpenIE_LFP

Source code for MRL 2023 paper "Improving Cross-Lingual Transfer for Open Information Extraction with Linguistic Feature Projection"

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peptide-distance-analysis

This repository contains the codebase to reproduce the results presented in the paper "Assessing the Generalization Capabilities of TCR Binding Predictors via Peptide Distance Analysis" by Castorina et al.

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neoagdt

Optimizing personalized neoantigen vaccines by simulating cancer cells

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CEN

This is the official code release of the following paper: Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu , Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng . Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. ACL 2022.

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class_distributions_graphs_tabular_data

Official Repository of NeurIPS 2023 paper "On Class Distributions Induced by Nearest Neighbor Graphs for Node Classification of Tabular Data"

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CyGNet

Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks

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glomicave

WP2 source code of the GLOMICAVE project

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TRKG-Miner

Temporally Relaxed Knowledge Graph Miner for Link Forecasting

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