334 citations · 398 across the 7 of their papers we have counts for
9 papers · 1 filter
How Many Pages? Paper Length Prediction from the Metadata
Erion Çano, Ondřej Bojar
Being able to predict the length of a scientific paper may be helpful in numerous situations. This work defines the paper length prediction task as a regression problem and reports…
A Data-driven Neural Network Architecture for Sentiment Analysis
Erion Çano, Maurizio Morisio
The fabulous results of convolution neural networks in image-related tasks, attracted attention of text mining, sentiment analysis and other text analysis researchers. It is howeve…
Human or Machine: Automating Human Likeliness Evaluation of NLG Texts
Erion Çano, Ondřej Bojar
Automatic evaluation of various text quality criteria produced by data-driven intelligent methods is very common and useful because it is cheap, fast, and usually yields repeatable…
Quality of Word Embeddings on Sentiment Analysis Tasks
Erion Çano, Maurizio Morisio
Word embeddings or distributed representations of words are being used in various applications like machine translation, sentiment analysis, topic identification etc. Quality of wo…
Keyphrase Generation: A Multi-Aspect Survey
Erion Çano, Ondřej Bojar
Extractive keyphrase generation research has been around since the nineties, but the more advanced abstractive approach based on the encoder-decoder framework and sequence-to-seque…
Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study
Erion Çano, Ondřej Bojar
Using data-driven models for solving text summarization or similar tasks has become very common in the last years. Yet most of the studies report basic accuracy scores only, and no…