13 citations · 24 across the 5 of their papers we have counts for
9 papers
WiC = TSV = WSD: On the Equivalence of Three Semantic Tasks
Bradley Hauer, Grzegorz Kondrak
The Word-in-Context (WiC) task has attracted considerable attention in the NLP community, as demonstrated by the popularity of the recent MCL-WiC SemEval shared task. Systems and l…
Semi-Supervised and Unsupervised Sense Annotation via Translations
Bradley Hauer, Grzegorz Kondrak, Yixing Luan +2
Acquisition of multilingual training data continues to be a challenge in word sense disambiguation (WSD). To address this problem, unsupervised approaches have been proposed to aut…
One Sense per Translation
Bradley Hauer, Grzegorz Kondrak
Word sense disambiguation (WSD) is the task of determining the sense of a word in context. Translations have been used in WSD as a source of knowledge, and even as a means of delim…
Synonymy = Translational Equivalence
Bradley Hauer, Grzegorz Kondrak
Synonymy and translational equivalence are the relations of sameness of meaning within and across languages. As the principal relations in wordnets and multi-wordnets, they are vit…
One Homonym per Translation
Bradley Hauer, Grzegorz Kondrak
The study of homonymy is vital to resolving fundamental problems in lexical semantics. In this paper, we propose four hypotheses that characterize the unique behavior of homonyms i…
Efficient Sequence Labeling with Actor-Critic Training
Saeed Najafi, Colin Cherry, Grzegorz Kondrak
Neural approaches to sequence labeling often use a Conditional Random Field (CRF) to model their output dependencies, while Recurrent Neural Networks (RNN) are used for the same pu…
String Transduction with Target Language Models and Insertion Handling
Garrett Nicolai, Saeed Najafi, Grzegorz Kondrak
Many character-level tasks can be framed as sequence-to-sequence transduction, where the target is a word from a natural language. We show that leveraging target language models de…
You Shall Know the Most Frequent Sense by the Company it Keeps
Bradley Hauer, Yixing Luan, Grzegorz Kondrak
Identification of the most frequent sense of a polysemous word is an important semantic task. We introduce two concepts that can benefit MFS detection: companions, which are the mo…
Extracting Family Relationship Networks from Novels
Aibek Makazhanov, Denilson Barbosa, Grzegorz Kondrak
We present an approach to the extraction of family relations from literary narrative, which incorporates a technique for utterance attribution proposed recently by Elson and McKeow…