5 citations · 6 across the 4 of their papers we have counts for
4 papers · 1 filter
A Framework for Enriching Lexical Semantic Resources with Distributional Semantics
Chris Biemann, Stefano Faralli, Alexander Panchenko +1
We present an approach to combining distributional semantic representations induced from text corpora with manually constructed lexical-semantic networks. While both kinds of seman…
Improving Hypernymy Extraction with Distributional Semantic Classes
Alexander Panchenko, Dmitry Ustalov, Stefano Faralli +2
In this paper, we show how distributionally-induced semantic classes can be helpful for extracting hypernyms. We present methods for inducing sense-aware semantic classes using dis…
Building a Web-Scale Dependency-Parsed Corpus from CommonCrawl
Alexander Panchenko, Eugen Ruppert, Stefano Faralli +2
We present DepCC, the largest-to-date linguistically analyzed corpus in English including 365 million documents, composed of 252 billion tokens and 7.5 billion of named entity occu…
Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation
Alexander Panchenko, Fide Marten, Eugen Ruppert +4
Interpretability of a predictive model is a powerful feature that gains the trust of users in the correctness of the predictions. In word sense disambiguation (WSD), knowledge-base…