Теория информации

otherentity ID: informationtheory

Related Papers

The Candide System for Machine Translation

Authors: nan

Publication: TIPSTER (1994)

DOI: nan

We present an overview of Candide, a system for automatic translation of French text to English text. Candide uses methods of information theory and statistics to develop a probability model …...

13202

A Database for Measuring Linguistic Information Content

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

AbstractWhich languages convey the most information in a given amount of space? This is a question often asked of linguists, especially by engineers who often have some information theoretic measure …...

16490

Extractive Summarisation Based on Keyword Profile and Language Model

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

We present a statistical framework to extract information-rich citation sentences that sum- marise the main contributions of a scientific paper. In a first stage, we automatically dis- cover salient keywords …...

23691

Modeling Diachronic Change in Scientific Writing with Information Density

Authors: nan

Publication: TIPSTER (2016)

DOI: nan

AbstractPrevious linguistic research on scientific writing has shown that language use in the scientific domain varies considerably in register and style over time. In this paper we investigate the introduction …...

4544

Modeling Content Importance for Summarization with Pre-trained Language Models

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractModeling content importance is an essential yet challenging task for summarization. Previous work is mostly based on statistical methods that estimate word-level salience, which does not consider semantics and larger …...

30490

A Bayesian Framework for Information-Theoretic Probing

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractPimentel et al. (2020) recently analysed probing from an information-theoretic perspective. They argue that probing should be seen as approximating a mutual information. This led to the rather unintuitive conclusion …...

31870