24 citations · 34 across the 6 of their papers we have counts for
9 papers
SphereMap: Dynamic Multi-Layer Graph Structure for Rapid Safety-Aware UAV Planning
Tomáš Musil, Matěj Petrlík, Martin Saska
A flexible topological representation consisting of a two-layer graph structure built on-board an Unmanned Aerial Vehicle (UAV) by continuously filling the free space of an occupan…
Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test
Tomáš Musil, David Mareček
Independent Component Analysis (ICA) is an algorithm originally developed for finding separate sources in a mixed signal, such as a recording of multiple people in the same room sp…
THEaiTRE 1.0: Interactive generation of theatre play scripts
Rudolf Rosa, Tomáš Musil, Ondřej Dušek +13
We present the first version of a system for interactive generation of theatre play scripts. The system is based on a vanilla GPT-2 model with several adjustments, targeting specif…
Measuring Memorization Effect in Word-Level Neural Networks Probing
Rudolf Rosa, Tomáš Musil, David Mareček
Multiple studies have probed representations emerging in neural networks trained for end-to-end NLP tasks and examined what word-level linguistic information may be encoded in the…
THEaiTRE: Artificial Intelligence to Write a Theatre Play
Rudolf Rosa, Ondřej Dušek, Tom Kocmi +10
We present THEaiTRE, a starting project aimed at automatic generation of theatre play scripts. This paper reviews related work and drafts an approach we intend to follow. We plan t…
Semantic Holism and Word Representations in Artificial Neural Networks
Tomáš Musil
Artificial neural networks are a state-of-the-art solution for many problems in natural language processing. What can we learn about language and meaning from the way artificial ne…
A Test Suite and Manual Evaluation of Document-Level NMT at WMT19
Kateřina Rysová, Magdaléna Rysová, Tomáš Musil +2
As the quality of machine translation rises and neural machine translation (NMT) is moving from sentence to document level translations, it is becoming increasingly difficult to ev…
Derivational Morphological Relations in Word Embeddings
Tomáš Musil, Jonáš Vidra, David Mareček
Derivation is a type of a word-formation process which creates new words from existing ones by adding, changing or deleting affixes. In this paper, we explore the potential of word…
Examining Structure of Word Embeddings with PCA
Tomáš Musil
In this paper we compare structure of Czech word embeddings for English-Czech neural machine translation (NMT), word2vec and sentiment analysis. We show that although it is possibl…