Transfer and Multi-Task Learning for Noun--Noun Compound Interpretation

no code implementations • EMNLP 2018 • Murhaf Fares, Stephan Oepen, Erik Velldal

In this paper, we empirically evaluate the utility of transfer and multi-task learning on a challenging semantic classification task: semantic interpretation of noun{--}noun compounds.

General Classification Information Retrieval +3

The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency Parsers

no code implementations • CONLL 2018 • Murhaf Fares, Stephan Oepen, Lilja {\O}vrelid, Jari Bj{\"o}rne, Richard Johansson

We summarize empirical results and tentative conclusions from the Second Extrinsic Parser Evaluation Initiative (EPE 2018).

Fine-Grained Opinion Analysis MORPH

Transfer and Multi-Task Learning for Noun-Noun Compound Interpretation

1 code implementation • 18 Sep 2018 • Murhaf Fares, Stephan Oepen, Erik Velldal

In this paper, we empirically evaluate the utility of transfer and multi-task learning on a challenging semantic classification task: semantic interpretation of noun--noun compounds.

Classification General Classification +1

Word vectors, reuse, and replicability: Towards a community repository of large-text resources

no code implementations • WS 2017 • Murhaf Fares, Andrey Kutuzov, Stephan Oepen, Erik Velldal

Semantic Textual Similarity Word Embeddings

A Dataset for Joint Noun-Noun Compound Bracketing and Interpretation

no code implementations • ACL 2016 • Murhaf Fares

Machine Translation