sentence extraction
Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks
... the sentence extraction, re- lation prediction, and overall FEVER score for the paper development and test ...the sentence extraction in Figure 3 is replaced by a 2-layer feedforward network ...
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Document Modeling with External Attention for Sentence Extraction
... as sentence extraction with external ...candidate sentence in a document most likely to contain the answer to a ...inverse sentence frequency (ISF, Trischler et ...
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Parallel Sentence Extraction from Comparable Corpora with Neural Network Features
... parallel sentence extraction system is presented in Figure ...possible sentence pairs by the Cartesian product from the aligned articles, and discard the pairs that do not fulfill the conditions of a ...
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Summarization with a Joint Model for Sentence Extraction and Compression
... sentences. Sentence compression is a recent framework that aims to select the short- est subsequence of words that yields an infor- mative and grammatical ...performs sentence extraction and ...
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A Multilingual Dataset for Evaluating Parallel Sentence Extraction from Comparable Corpora
... The insertion of known parallel sentences aimed to control the true positives present in the datasets we were building. Parallel sentences might however already exist in the pair of monolingual corpora we started from. ...
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Chinese–Japanese Parallel Sentence Extraction from Quasi–Comparable Corpora
... parallel sentence ex- traction ...source sentence, we consider all target sentences in the retrieved documents as ...candidate sentence pairs through a sentence ratio filter and a ...
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Opinion Summarization with Integer Linear Programming Formulation for Sentence Extraction and Ordering
... delink sentence extraction from sentence ordering, so a sentence can be extracted that can never be ordered natu- rally with the other extracted ...
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Genetic algorithm based sentence extraction for text summarization
... The goal of text summarization is to generate summary of the original text that helps the user to quickly understand large volumes of information available in that text. This paper focuses on text summarization based on ...
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Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction
... 1993). Sentence alignment between two parallel mono- lingual corpora is used for getting the parallel ...present sentence alignment al- gorithms rely mainly on surface based proper- ties of the ...
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Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora
... plored using bitext extracted by OCD alone, with- out PLTM reestimation, to train a MT system. Both extracted bitext sets also contained many duplicate sentence pairs. In this set of experiments we also explored ...
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Significant Sentence Extraction by Euclidean Distance Based on Singular Value Decomposition
... the sentence-term matrix can be decomposed into the proper dimensional sentence-concentrated and term-concentrated marices which are used for the Euclidean dis- tances between the sentence and term ...
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Evidence Sentence Extraction for Machine Reading Comprehension
... 2018), sentence selection for machine reading comprehension (Hewlett et ...last sentence that usually contains the an- ...evidence sentence extrac- tor, and previous work can actually be a regarded ...
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Implementation of Automatic Text Summarization
... on sentence extraction based single document ...the sentence extraction-based text summarization task use the graph based algorithm to calculate importance of each sentence in document ...
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Machine Translation of Sentences with Fixed Expressions
... STRA : Fixed sentence translation CTRA : Compound word translation DTRA : Data production for STRA EXTRA : Fixed sentence extraction.. Figure 5 Sample CTRA data.[r] ...
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Cross Sentence N ary Relation Extraction with Graph LSTMs
... relation extraction Several rela- tion extraction tasks have benefited from cross- sentence extraction, including MUC fact and event extraction (Swampillai and Stevenson, 2011), record ...
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A Holistic Approach to Bilingual Sentence Fragment Extraction from Comparable Corpora
... take sentence po- sitions into account and mainly uses the number of trans- lated words in sentence pairs to extract parallel ...fragment extraction based on an in- spired signal processing ...one ...
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CIST System Report for ACL MultiLing 2013 – Track 1: Multilingual Multi document Summarization
... ent topic has different language styles, so we use sentence as the processing unit and summariza- tion method based on sentence extraction. It must also be available for different languages, we ...
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Language Resources and Annotation Tools for Cross-Sentence Relation Extraction
... In detecting relation instances within sentences, good re- sults were achieved by distant-supervision RE with seed ex- amples from a knowledge base such as Freebase, finding in- stances on the web by a search engine and ...
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A Dataset for Inter Sentence Relation Extraction using Distant Supervision
... 50 sentence pairs for each of the four re- lation types book/author/works written, film/director/film, film/producer/film/ film/writer/film separately, and manu- ally verify whether the relation holds between the ...
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Text Summarization Formed by Ranking Sentence from Key Phrase Extraction
... ABSTRACT: Text Summarization involves reducing large amount of text into smaller in size. So that we can get information about what kind of the data are present in that document. We can get more correct amount of ...
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