Регрессионные Модели

method ID: regressionmodels

Related Papers

Machine Translation Evaluation with Textual Entailment Features

Authors: nan

Publication: TIPSTER (2009)

DOI: nan

We present two regression models for the prediction of pairwise preference judgments among MT hy- potheses. Both models are based on feature sets that are motivated by textual entailment and …...

27003

Estimating Linear Models for Compositional Distributional Semantics

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

In distributional semantics studies, there is a growing attention in compositionally determining the distributional meaning of word sequences. Yet, compositional dis- tributional models depend on a large set of parameters …...

6211

DeepPurple: Estimating Sentence Semantic Similarity using N-gram Regression Models and Web Snippets

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

We estimate the semantic similarity between two sentences using regression models with features: 1) n-gram hit rates (lexical matches) between sentences, 2) lexical semantic sim- ilarity between non-matching words, and …...

26251

DeepPurple: Lexical, String and Affective Feature Fusion for Sentence-Level Semantic Similarity Estimation

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

This paper describes our submission for the *SEM shared task of Semantic Textual Sim- ilarity. We estimate the semantic similarity between two sentences using regression mod- els with features: 1) …...

26209

Selecting Feature Sets for Comparative and Time-Oriented Quality Estimation of Machine Translation Output

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

This paper describes a set of experi- ments on two sub-tasks of Quality Esti- mation of Machine Translation (MT) out- put. Sentence-level ranking of alternative MT outputs is done with …...

27876

Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

In this paper, we investigate a challeng- ing task of automatic related work gener- ation. Given multiple reference papers as input, the task aims to generate a related work section …...

34381

Developing Age and Gender Predictive Lexica over Social Media

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

Demographic lexica have potential for widespread use in social science, economic, and business applications. We derive predic- tive lexica (words and weights) for age and gender using regression and classification …...

34509

Efforts on Machine Learning over Human-mediated Translation Edit Rate

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

In this paper we describe experiments on predicting HTER, as part of our submis- sion in the Shared Task on Quality Esti- mation, in the frame of the 9th Workshop …...

28114

Towards a post-editing recommendation system for Spanish-Basque machine translation

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractThe overall machine translation quality available for professional translators working with the Spanish–Basque pair is rather poor, which is a deterrent for its adoption. This work investigates the plausibility of …...

2889

Acquiring a Formality-Informed Lexical Resource for Style Analysis

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractTo track different levels of formality in written discourse, we introduce a novel type of lexicon for the German language, with entries ordered by their degree of (in)formality. We start …...

42641

Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDifferent linguistic expressions can conceptualize the same event from different viewpoints by emphasizing certain participants over others. Here, we investigate a case where this has social consequences: how do linguistic …...

478

Dating Greek Papyri with Text Regression

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractDating Greek papyri accurately is crucial not only to edit their texts but also to understand numerous other aspects of ancient writing, document and book production and circulation, as well …...

38186

OPI at SemEval-2023 Task 9: A Simple But Effective Approach to Multilingual Tweet Intimacy Analysis

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractThis paper describes our submission to the SemEval 2023 multilingual tweet intimacy analysis shared task. The goal of the task was to assess the level of intimacy of Twitter posts …...

24947