← Back to papers
2017 SEMEVAL SemEval 2017

RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list

🌉 Interdisciplinary Bridge — Machine Learning and Natural Language Processing
🧭 Keyword Pioneer — cross-lingual lexical similarity
🐣 Hot Topic Early Bird — mutual information
🐝 Cross-Pollinator — Artificial Intelligence, Computer Science, Computer Vision, Data Science & Analytics, Deep Learning, Healthcare & Medicine, Interdisciplinary, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning, Robotics, Security & Privacy, Speech & Audio

Authors

Sergio Jiménez , George Duenas , Lorena Gaitan , Jorge Segura

Topics

Machine Learning > Core Methods > Representation Learning Machine Learning > Learning Types > Unsupervised Learning Natural Language Processing > Applications > Information Retrieval Natural Language Processing > Resources & Methods > Lexical Semantics Natural Language Processing > Resources & Methods > Text Representation

Keywords

mutual information pointwise mutual information semantic similarity word embedding lexical similarity cross-lingual lexical similarity
Download PDF

Related papers

ULISBOA at SemEval-2017 Task 12: Extraction and classification of temporal expressions and events 2017
LABDA at SemEval-2017 Task 10: Extracting Keyphrases from Scientific Publications by combining the BANNER tool and the UMLS Semantic Network 2017
MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications 2017
Know-Center at SemEval-2017 Task 10: Sequence Classification with the CODE Annotator 2017
KULeuven-LIIR at SemEval-2017 Task 12: Cross-Domain Temporal Information Extraction from Clinical Records 2017