353 citations · 1.4k across the 27 of their papers we have counts for
3 papers · 1 filter
Commonsense mining as knowledge base completion? A study on the impact of novelty
Stanisław Jastrzębski, Dzmitry Bahdanau, Seyedarian Hosseini +3
Commonsense knowledge bases such as ConceptNet represent knowledge in the form of relational triples. Inspired by the recent work by Li et al., we analyse if knowledge base complet…
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks
Stanisław Jastrzebski, Damian Leśniak, Wojciech Marian Czarnecki
Maybe the single most important goal of representation learning is making subsequent learning faster. Surprisingly, this fact is not well reflected in the way embeddings are evalua…
Learning to SMILE(S)
Stanisław Jastrzębski, Damian Leśniak, Wojciech Marian Czarnecki
This paper shows how one can directly apply natural language processing (NLP) methods to classification problems in cheminformatics. Connection between these seemingly separate fie…