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ETH Data Analytics Lab's Projects

cocoa icon cocoa

communication-efficient distributed coordinate ascent

deep-ed icon deep-ed

Source code for the EMNLP'17 paper "Deep Joint Entity Disambiguation with Local Neural Attention", https://arxiv.org/abs/1704.04920

dissolve-struct icon dissolve-struct

Distributed solver library for large-scale structured output prediction, based on Spark. Project website:

hyperbolic_cones icon hyperbolic_cones

Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882

hyperbolic_nn icon hyperbolic_nn

Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112

matrix-manifolds icon matrix-manifolds

Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper

neural_qa icon neural_qa

Source code for the paper "Neural Multi-Step Reasoning for Question Answering on Semi-Structured Tables"

pboh-entity-linking icon pboh-entity-linking

Source code for the paper "Probabilistic Bag-Of-Hyperlinks Model for Entity Linking" , http://dl.acm.org/citation.cfm?id=2882988

subsampled_cubic_regularization icon subsampled_cubic_regularization

Source code for "Sub-sampled Cubic Regularization for Non-convex Optimization", JM Kohler, A Lucchi, https://arxiv.org/abs/1705.05933

web2text icon web2text

Source code for the paper "Web2Text: Deep Structured Boilerplate Removal", full paper @ ECIR'18

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