Learning Algorithms

method ID: learningalgorithms

Related Papers

Study of Practical Effectiveness for Machine Translation Using Recursive Chain-link-type Learning

Authors: nan

Publication: TIPSTER (2002)

DOI: nan

A number of machine translation systems based on the learning algorithms are presented. These methods acquire translation rules from pairs of similar sentences in a bilingual text cor- pora. This …...

6281

Closing the Gap: Learning-Based Information Extraction Rivaling Knowledge-Engineering Methods

Authors: nan

Publication: TIPSTER (2003)

DOI: nan

In this paper, we present a learning ap- proach to the scenario template task of information extraction, where information filling one template could come from mul- tiple sentences. When tested …...

36905

Instance-based Evaluation of Entailment Rule Acquisition

Authors: nan

Publication: TIPSTER (2007)

DOI: nan

Obtaining large volumes of inference knowl- edge, such as entailment rules, has become a major factor in achieving robust seman- tic processing. While there has been sub- stantial research on …...

36490

Learning to Predict Code-Switching Points

Authors: nan

Publication: TIPSTER (2008)

DOI: nan

Predicting possible code-switching points can help develop more accurate methods for au- tomatically processing mixed-language text, such as multilingual language models for speech recognition systems and syntactic an- alyzers. We …...

44822

Driving Semantic Parsing from the World’s Response

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

Current approaches to semantic parsing, the task of converting text to a formal meaning representation, rely on annotated training data mapping sentences to logi- cal forms. Providing this supervision is …...

42325

Learning to Predict Readability using Diverse Linguistic Features

Authors: nan

Publication: TIPSTER (2010)

DOI: nan

In this paper we consider the problem of building a system to predict readability of natural-language documents. Our sys- tem is trained using diverse features based on syntax and language …...

6602

Algorithm Selection and Model Adaptation for ESL Correction Tasks

Authors: nan

Publication: TIPSTER (2011)

DOI: nan

We consider the problem of correcting errors made by English as a Second Language (ESL) writers and address two issues that are essen- tial to making progress in ESL error …...

36320

Les apports du TAL à la lisibilité du français langue étrangère [Contributions of NLP to the readability of French as a foreign language]

Authors: nan

Publication: TIPSTER (2013)

DOI: nan

. This paper presents a set of experiments aiming to (1) assess the contribution of NLP to the specific issue of the readability of texts for French as a foreign …...

1536

Constructing Distributions of Variation in Referring Expression Type from Corpora for Model Evaluation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractThe generation of referring expressions (REs) is a non-deterministic task. However, the algorithms for the generation of REs are standardly evaluated against corpora of written texts which include only one …...

15455