[PDF] Top 20 Automatic Ranking of MT Systems
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Automatic Ranking of MT Systems
... ranking (see Section 4.1 below) derived from the F-scores (Fluency evaluation). In this sense, one can say that the computation of the X-score was specifically tuned to the test data and so it was considered quite ... See full document
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Automatic Ranking of MT Outputs using Approximations
... for ranking the candidate translations; they then selected the highest-ranked translation as the final ...of ranking the outputs using grammatical ...by MT systems. For evaluating the quality ... See full document
5
APRO: All Pairs Ranking Optimization for MT Tuning
... each one, we perform HMM-based word alignment (Vogel et al., 1996) and phrase rule extraction on the training data. We use 20 standard features, incl. 8 re- ordering features, plus the sparse features listed for PBTM ... See full document
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References Extension for the Automatic Evaluation of MT by Syntactic Hybridization
... Because of the variations of the languages, the coverage of the references is very important to the reference based automatic evaluation of machine translation systems. We propose a method to extend the ... See full document
8
Manual and Automatic Paraphrases for MT Evaluation
... There are many ways to compute the absolute system score from this relative ranking. The official methods for each year are presented in Table 1 and we refer to these as the gold standard. The official method is ... See full document
6
Aggression Based Audio Ranking : Annotation and Automatic Ranking
... The final ranking of all the documents is used to determine loss of the model. This is state of the art and is competitive with pairwise approaches. Fang et al. [32] propose a recom- mendation system that is ... See full document
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Automatic MT Error Analysis: Hjerson Helping Addicter
... There is a number of different MT evaluation systems with different functionalities. One of them is Meteor (Denkowski and Lavie, 2011), which implements its own monolingual alignment of reference and ... See full document
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Re evaluating the Role of Bleu in Machine Translation Research
... tion systems is evaluated both by using Bleu score and by conducting a manual ...NIST MT Eval provides an excellent source of data that allows Bleu’s correlation with hu- man judgments to be ...translation ... See full document
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Towards Heterogeneous Automatic MT Error Analysis
... different MT evaluation ...heterogeneous MT error analyses through the case of the Arabic-to-English ex- ercise from the 2005 NIST MT evaluation campaign (Le and Przybocki, ...providing ... See full document
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Temporal Text Ranking and Automatic Dating of Texts
... Temporal text classification is an underexplored problem in NLP, which has been tackled as a multi-class problem, with classes defined as time intervals such as months, years, decades or cen- turies. This approach has ... See full document
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A Task in a Suit and a Tie: Paraphrase Generation with Semantic Augmentation
... paraphrasing systems (Prakash et al. 2016; Gupta et al. 2018) adopt automatic evaluation measures commonly used in MT, citing good correlation with human judgment (Madnani and Tetreault 2010; Wubben, ... See full document
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Fully Automatic Semantic MT Evaluation
... the MT R&D cy- cle by allowing researchers to rapidly home in on effec- tive modeling ...fully automatic metrics allow inexpensive training and tuning of SMT ...of MT output by directly assessing ... See full document
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Regression and Ranking based Optimisation for Sentence Level MT Evaluation
... Automatic evaluation metrics are fundamen- tally important for Machine Translation, al- lowing comparison of systems performance and efficient training. Current evaluation met- rics fall into two classes: ... See full document
7
One Step Closer to Automatic Evaluation of Text Simplification Systems
... same MT evaluation metrics to a TS system which additionally per- forms some kind of lexical simplification (either a simple lexical substitution or paraphrasing), the correlation results for T-BLEU and cosine ... See full document
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DEPFIX: A System for Automatic Correction of Czech MT Outputs
... a system of rule-based post-editing of English-to- Czech Machine Translation outputs proven by man- ual and automatic evaluation to improve the qual- ity of the translations produced by state-of-the-art SMT ... See full document
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On the Robustness of Syntactic and Semantic Features for Automatic MT Evaluation
... the Automatic Speech Recognition (ASR) sys- tem, in terms of accuracy, over the source Chinese utterances, both at the word and sentence ...by automatic systems, average adequacy and fluency scores ... See full document
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Universal Grammar and Lexis for Quick Ramp Up of MT Systems
... Universal Grammar and Lexis for Quick Ramp Up of MT Systems Universal Grammar and Lexis for Quick Ramp Up of MT Systems Abstract This paper introduces Boas, a semi automatic knowledge elicitation syst[.] ... See full document
5
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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The Automatic Creation of Lexical Entries for a Multilingual MT System
... The Automatic Creation of Lexical Entries for a Multilingual MT System The A u t o m a t i c Creation o f Lexical E n t r i e s for a M u l t i l i n g u a l M T S y s t e m David Farwell, Louise Guth[.] ... See full document
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Image-Matching-Retrieval Procedure to Clean Interpretation
... tag ranking with the strength of matrix ...tag ranking right into a matrix recovery ...tag ranking in contrast to the condition-of-the-art methods for image annotation and tag ...tag ranking ... See full document
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