Рекурсивные автоэнкодеры

method ID: recursiveautoencoders

Related Papers

Semi-Supervised Recursive Autoencoders for Predicting Sentiment Distributions

Authors: nan

Publication: TIPSTER (2011)

DOI: nan

We introduce a novel machine learning frame- work based on recursive autoencoders for sentence-level prediction of sentiment label distributions. Our method learns vector space representations for multi-word phrases. In sentiment …...

44445

Recursive Autoencoders for ITG-Based Translation

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

While inversion transduction grammar (ITG) is well suited for modeling ordering shifts between languages, how to make applying the two reordering rules (i.e., straight and inverted) dependent on actual blocks …...

34904

AMRITA_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

We explore using recursive autoencoders for SemEval 2015 Task 1: Paraphrase and Seman- tic Similarity in Twitter. Our paraphrase de- tection system makes use of phrase-structure parse tree embeddings that …...

22818

Samsung Poland NLP Team at SemEval-2016 Task 1: Necessity for diversity; combining recursive autoencoders, WordNet and ensemble methods to measure semantic similarity.

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

This paper describes our proposed solutions designed for a STS core track within the Se- mEval 2016 English Semantic Textual Sim- ilarity (STS) task. Our method of similar- ity detection …...

22494