phrase extraction
Neural Models for Key Phrase Extraction and Question Generation
... We propose a two-stage neural model to tackle question generation from doc- uments. First, our model estimates the probability that word sequences in a doc- ument are ones that a human would pick when selecting candidate ...
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A Multi-Agent Communication Framework for Question-Worthy Phrase Extraction and Question Generation
... Question generation aims to produce questions automatically given a piece of text as input. Existing research follows a sequence-to-sequence fashion that constructs a single ques- tion based on the input. Considering ...
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Multi-Document Summarization using Automatic Key-Phrase Extraction
... key-phrase extraction has been ...automatic extraction of Key-phrases from the documents and second part is automatic generation of a multi- document summary based on the extracted ...Key- ...
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Online News Article Temporal Phrase Extraction for Causal Linking
... using phrase extraction and position ...on phrase position properties (length, count, location) method could be used for sentiment/emotion analysis with fear and happiness as the class ...
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Phrase Extraction for Japanese Predictive Input Method as Post Processing
... For these reasons, we adopted a post-processing approach. In a post-processing approach, phra- ses are picked out from n-grams after counting. In addition to counting, cutting off n-grams with low frequencies ...
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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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Automatic Bilingual Phrase Extraction from Comparable Corpora
... indeed of usable quality. In the table we also see that the EN-EL BLEU scores are much higher than the others. We think that this is a result of the large size of the EN-EL parallel training data made available by JRC ...
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Syntactic Constraints on Phrase Extraction for Phrase Based Machine Translation
... the phrase table in a PBMT system using Fisher’s exact ...each phrase pair and prune the table by deleting phrase pairs with significance values smaller than a certain ...filtering phrase ...
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Bag of What? Simple Noun Phrase Extraction for Text Analysis
... Social scientists who do not have specialized natural language processing training often use a unigram bag-of-words (BOW) representa- tion when analyzing text corpora. We offer a new phrase-based method, NPFST, ...
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Inter-domain Opinion Phrase Extraction Based on Feature Augmentation
... the extraction of standard (mostly sci- entific) keyphrases, features of the standard set- ting were applied in this task as ...candidate phrase within a ...keyphrase extraction from scientific ...
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Key Phrase Extraction Based Multi-Document Summarization
... Automatic extraction-based text summarization consists of a set of algorithms and mathematical operations performed on sentences/phrases in a document so that the most difficult task of identifying relevant ...
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Fast Inference in Phrase Extraction Models with Belief Propagation
... to phrase alignments (Koehn et ...the phrase alignment problem (Marcu and Wong, 2002; Birch et ...of phrase alignment is that they choose a single (latent) segmentation, giving rise to undesirable ...
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Finding Medical Term Variations using Parallel Corpora and Distributional Similarity
... the phrase extraction tool from Moses to ex- tract phrase ...and phrase extraction refers to the exhaustive extraction of all possible phrase pairs that are consistent ...
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An Improved Statistical Transfer System for French English Machine Translation
... Phrase extraction for last year’s statistical transfer system used automatically generated parse trees on both sides of the corpus as absolute constraints: a syntactic phrase pair was extracted from ...
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A Hybrid Morpheme Word Representation for Machine Translation of Morphologically Rich Languages
... classic phrase-based model by means of (1) word boundary-aware morpheme-level phrase extraction, (2) minimum error-rate training for a morpheme-level translation model using word-level BLEU, and (3) ...
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Effective Phrase Translation Extraction from Alignment Models
... of phrase translation, and then show gains by our method over a system that utilizes phrase ex- tracted from the HMM ...our phrase extraction technique, the maximum approx- imation alignments ...
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An Unsupervised Model for Joint Phrase Alignment and Extraction
... joint phrase alignment and extraction using non- parametric Bayesian methods and inversion transduction grammars ...a phrase table that achieves com- petitive accuracy on phrase-based machine ...
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Investigations on Translation Model Adaptation Using Monolingual Data
... training as proposed by Schwenk (2008). In that paper the authors propose to first build a PBSMT system using all available human translated bi- texts. This system is then used to translate large amounts of monolingual ...
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Factoring Adjunction in Hierarchical Phrase Based SMT
... rule extraction in Hiero around ...the extraction of larger phrases that contain adjuncts should lead to phrases that still capture useful ...for phrase extraction by discounting the length of ...
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UdS Sant: English–German Hybrid Machine Translation System
... Based Phrase Extraction: We use EBMT techniques to extract additional phrase pairs from the training data to augment the SMT (baseline) phrase pairs in our ...EBMT phrase pairs based on ...
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