[PDF] Top 20 Manual and Automatic Paraphrases for MT Evaluation
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Manual and Automatic Paraphrases for MT Evaluation
... Both BLEU and Meteor behave consistently. We obtained the worst results by using Meteor with paraphrase sup- port on official reference sentences. The main reason is the noise in its paraphrase tables. The metric may ... See full document
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Fully Automatic Semantic MT Evaluation
... semi- automatic HMEANT metric recently proposed by Lo and Wu (2011b,c,d) shows a higher correlation with human adequacy judgments than all commonly used automatic MT evaluation metrics, as ... See full document
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Document Level Automatic MT Evaluation based on Discourse Representations
... Open MT Evaluation Campaign Arabic-to-English ...of automatic evaluation, 4 human reference translations and automatic out- puts by 8 different MT systems are ... See full document
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UPF Cobalt Submission to WMT15 Metrics Task
... Current automatic MT evaluation methods are grounded on the following key idea: the closer an MT is to a professional Human Translation (HT), the higher its ...calculate evaluation ... See full document
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A performance monitoring tool for translators
... are automatic methods to evaluate the machine translation outputs, according to a metric ...used MT evaluation metric in recent years has been IBM’s Bleu metric (Papineni et ...For evaluation ... See full document
5
References Extension for the Automatic Evaluation of MT by Syntactic Hybridization
... current automatic evaluation met- rics are based on the various measures of the gen- eral similarity between the system translation and manual ... See full document
8
Automatic Ranking of MT Systems
... The manual assessment by human judges of the quality of an MT system's output is a costly exercise. It is, therefore, of central concern to explore whether there are any automatically computable scores that ... See full document
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A Graphical Pronoun Analysis Tool for the PROTEST Pronoun Evaluation Test Suite
... We have presented a graphical pronoun analysis tool for the PROTEST test suite. It sup- ports the manual evaluation of pronoun translations through manual annotation by one or more annotators. ... See full document
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Automatic thickness estimation for skeletal muscle in ultrasonography: evaluation of two enhancement methods
... between MT and many other measures, such as level of physical activity [25], age [26], muscle stiffness [27] and response to exercise ...on MT and pennation angle (for ex- ample, [29,30]). However, ... See full document
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An Investigation of Machine Translation Evaluation Metrics in Cross lingual Question Answering
... better MT system im- proves QA accuracy. However, it is not clear whether an MT system that is better for human consumption is also better for ...between manual and automatic translation ... See full document
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Automatic generation of paraphrases to be used as translation references in objective evaluation measures of machine translation
... lation evaluation measures like BLEU and ...the paraphrases produced in an ex- periment, ...correct paraphrases either by meaning equivalence or entailment; and, (iii) the amount of internal lexi- ... See full document
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Customizing Neural Machine Translation for Subtitling
... post-edited MT output) for the parts 2 and 3 of both ...adapted MT output is used. PE1 especially finds the adapted MT output acceptable and keeps approximately 1/3 of the subtitles com- pletely ... See full document
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Beyond Linguistic Equivalence An Empirical Study of Translation Evaluation in a Translation Learner Corpus
... A common phenomenon is simple variation due to synonyms or the use of phrasal variants or paraphrases. Moreover, the listed examples show that lexical variation can be triggered by differ- ent source text ... See full document
10
Syntax and Semantics in Quality Estimation of Machine Translation
... 2) automatic alignment of predicates and their arguments in the reference and ma- chine translation based on their lexical ...several automatic metrics in- cluding BLEU, Meteor and TER, but it signifi- ... See full document
11
A Decade of Automatic Content Evaluation of News Summaries: Reassessing the State of the Art
... best-known automatic evalu- ation metrics (ROUGE) on several years of TAC data and compared their performance with re- cently developed AESOP ...an evaluation metric that is extremely competi- tive with ... See full document
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BLEU in Characters: Towards Automatic MT Evaluation in Languages without Word Delimiters
... et al., 2001) or NIST (D ODDINGTON , 2002), are now well established. They serve as quality as- sessment methods or comparison tools and are a fast way of measuring improvement. Although it is claimed that such objective ... See full document
6
MT Evaluation: Human Like vs Human Acceptable
... current evaluation metrics are able to distinguish between human and auto- matic translations (Human ...two evaluation criteria (Human Ac- ceptability and Human Likeness) are indeed of a different nature, ... See full document
8
Heterogeneous Automatic MT Evaluation Through Non Parametric Metric Combinations
... heterogeneous MT evaluation, in this work, we explore the possibility of relying on non-parametric combination schemes, in which metrics are combined without having to ad- just their relative importance ... See full document
8
A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation
... Given the relatively low bar, however, it is worth consid- ering how well the task as presented fits the data. As noted earlier, MSCOCO “paraphrases” are based on multiple de- scriptions of the same image; it thus ... See full document
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Human Evaluation of Multi modal Neural Machine Translation: A Case Study on E Commerce Listing Titles
... The majority of listings are accompanied by a prod- uct image, often (but not always) a user-generated shot. Moreover, images are known to bring useful com- plementary information to MT (Calixto et al., 2012; ... See full document
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