63 citations · 269 across the 51 of their papers we have counts for
9 papers · 1 filter
Survey on the Use of Typological Information in Natural Language Processing
Helen O'Horan, Yevgeni Berzak, Ivan Vulić +2
In recent years linguistic typology, which classifies the world's languages according to their functional and structural properties, has been widely used to support multilingual NL…
Effective Combination of Language and Vision Through Model Composition and the R-CCA Method
Hagar Loeub, Roi Reichart
We address the problem of integrating textual and visual information in vector space models for word meaning representation. We first present the Residual CCA (R-CCA) method, that…
Neural Structural Correspondence Learning for Domain Adaptation
Yftah Ziser, Roi Reichart
Domain adaptation, adapting models from domains rich in labeled training data to domains poor in such data, is a fundamental NLP challenge. We introduce a neural network model that…
A Factorized Model for Transitive Verbs in Compositional Distributional Semantics
Lilach Edelstein, Roi Reichart
We present a factorized compositional distributional semantics model for the representation of transitive verb constructions. Our model first produces (subject, verb) and (verb, ob…
SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity
Daniela Gerz, Ivan Vulić, Felix Hill +2
Verbs play a critical role in the meaning of sentences, but these ubiquitous words have received little attention in recent distributional semantics research. We introduce SimVerb-…
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations
Ivan Vulić, Roy Schwartz, Ari Rappoport +2
This paper is concerned with identifying contexts useful for training word representation models for different word classes such as adjectives (A), verbs (V), and nouns (N). We int…
The Yahoo Query Treebank, V. 1.0
Yuval Pinter, Roi Reichart, Idan Szpektor
A description and annotation guidelines for the Yahoo Webscope release of Query Treebank, Version 1.0, May 2016.
Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL
Yevgeni Berzak, Roi Reichart, Boris Katz
This work examines the impact of cross-linguistic transfer on grammatical errors in English as Second Language (ESL) texts. Using a computational framework that formalizes the theo…
The Structured Weighted Violations Perceptron Algorithm
Rotem Dror, Roi Reichart
We present the Structured Weighted Violations Perceptron (SWVP) algorithm, a new structured prediction algorithm that generalizes the Collins Structured Perceptron (CSP). Unlike CS…