Łukasz M. Augustyniak

Latest

Assessment of massively multilingual sentiment classifiers
Electoral agitation data set: the use case of the Polish election
Comprehensive analysis of aspect term extraction methods using various text embeddings
Fact-checking: relevance assessment of references in the Polish political domain
Political advertising dataset: the use case of the Polish 2020 presidential elections
Punctuation prediction in spontaneous conversations: can we mitigate ASR errors with retrofitted word embeddings?
Return on investment in machine learning: crossing the chasm between academia and business
WER we are and WER we think we are
Aspect detection using word and char embeddings with (Bi)LSTM and CRF
Avaya Conversational Intelligence: a real-time system for Spoken Language Understanding in human-human call center conversations
WordNet2Vec: corpora agnostic word vectorization method
Extracting aspects hierarchies using Rhetorical Structure Theory
Method for aspect-based sentiment annotation using rhetorical analysis
Comprehensive study on lexicon-based ensemble classification sentiment analysis
Fast and accurate - improving lexicon-based sentiment classification with an ensemble methods
Three is more interesting than two :words against publishing methods for sentiment analysis tested only for two classes
Zbadanie własności algorytmów rekomendacji biznesowych uwzględniających dodatkowe informacje o klientach i ich relacjach ze sprzedawcą w wirtualnej sieci sprzedaży
Sentiment analysis for Polish using transfer learning approach
An approach to sentiment analysis of movie reviews: lexicon based vs. classification
Belief propagation method for word sentiment in WordNet 3.0
Simpler is better? Lexicon-based ensemble sentiment classification beats supervised methods