Jack the Reader -- A Machine Reading Framework

1 code implementation • ACL 2018 • Dirk Weissenborn, Pasquale Minervini, Isabelle Augenstein, Johannes Welbl, Tim Rockt{\"a}schel, Matko Bo{\v{s}}njak, Jeff Mitchell, Thomas Demeester, Tim Dettmers, Pontus Stenetorp, Sebastian Riedel

For example, in Question Answering, the supporting text can be newswire or Wikipedia articles; in Natural Language Inference, premises can be seen as the supporting text and hypotheses as questions.

Information Retrieval Link Prediction +4

Learning Knowledge Base Inference with Neural Theorem Provers

no code implementations • WS 2016 • Tim Rockt{\"a}schel, Sebastian Riedel

Regularizing Relation Representations by First-order Implications

no code implementations • WS 2016 • Thomas Demeester, Tim Rockt{\"a}schel, Sebastian Riedel

Common Sense Reasoning Natural Language Inference +1

Matrix and Tensor Factorization Methods for Natural Language Processing

no code implementations • IJCNLP 2015 • Guillaume Bouchard, Jason Naradowsky, Sebastian Riedel, Tim Rockt{\"a}schel, Andreas Vlachos

Dependency Parsing Knowledge Base Population +4

WOLFE: An NLP-friendly Declarative Machine Learning Stack

no code implementations • NAACL 2015 • Sameer Singh, Tim Rockt{\"a}schel, Luke Hewitt, Jason Naradowsky, Sebastian Riedel

BIG-bench Machine Learning Probabilistic Programming

WBI-NER: The impact of domain-specific features on the performance of identifying and classifying mentions of drugs

no code implementations • SEMEVAL 2013 • Tim Rockt{\"a}schel, Torsten Huber, Michael Weidlich, Ulf Leser

Feature Engineering NER

WBI-DDI: Drug-Drug Interaction Extraction using Majority Voting

no code implementations • SEMEVAL 2013 • Philippe Thomas, Mariana Neves, Tim Rockt{\"a}schel, Ulf Leser

Drug–drug Interaction Extraction

Towards Combined Matrix and Tensor Factorization for Universal Schema Relation Extraction

no code implementations • WS 2015 • Sameer Singh, Tim Rockt{\"a}schel, Sebastian Riedel

Knowledge Base Completion Link Prediction +2

Low-Dimensional Embeddings of Logic

no code implementations • WS 2014 • Tim Rockt{\"a}schel, Matko Bosnjak, Sameer Singh, Sebastian Riedel

Reading Comprehension Semantic Parsing