[PDF] Top 20 Two-Step Machine Translation with Lattices

... representation two separate LMs are used one for each fac- tor. We keep the translation model practically identical in both variants: we use just one translation step, always pro- ducing both ... See full document

... The first four methods that we compare against are based on back-translation. These methods re- quire huge monolingual data and large training time to train a model per test language. The fifth method, which is ... See full document

... in machine translation (MT) for improving its translation into an under-resourced lan- ...with two state-of-the-art English-to- Serbian MT systems, the phrase-based MT (PBMT) and the neural MT ... See full document

... the dependencies between words. Unfortunately, the agreement in MT outputs is often wrong and the parser fails to produce a correct parse tree. There- fore, we would need a parser trained on a manually annotated treebank ... See full document

... has two advantages: (1) we keep portions of the base- line hypotheses that we trust and search for alter- natives elsewhere, and (2) the task is made much easier since the fluency of sentence fragments can be ... See full document

... partial translation was in the same time slice before and after it was ...latter step. Two or more translations can be recombined if their future path and scores are ... See full document

... TWOLC, Two-Level Compiler is a two level rule compiler used for compiling grammars of two levels into finite state transducers ...sets. Two level rules are constraints on lexical word forms ... See full document

... time step, we add to the previous partial hypothesis score both the log-likelihood of the last token according the NMT model, and the partial MBR gains from the current n-gram ... See full document

... source translation, with increasing degrees of so- phistication, which we compare empirically on a number of different ...multi-source translation to include any translation case with multiple inputs ... See full document

... In this paper, we have proposed a lattice-forest based model to alleviate the problem of error prop- agation in traditional single-best pipeline frame- work. Unlike previous works, which only focus on one module at a ... See full document

... language translation is becoming more and more ...intelligence, machine translation (MT) is an approach related to natural language ...The machine translation technique involves the use ... See full document

... As discussed in the introduction, we intend to use the pivot strategies in a situation where a very limited amount of parallel text is available. The use of the Europarl corpus is not an accu- rate simulation of the ... See full document

... We investigate instability and reversibility within hybrid Monte Carlo simulations using a nonperturbatively improved Wilson action. We demonstrate the onset of instability as tolerance parameters and molecular dy- ... See full document

... language translation services by wrapping non- networked language resources and ...equivalent translation services are formalized and made available for both end-users and community translation ... See full document

... There are various machine translation systems till date. The Desika system developed by Indian Heritage Group, C-DAC, and Bangalore is a NLU system for generation and analysis for plain and accented written ... See full document

... the two vocabulary reduction methods over the weak baseline of word-based translation is quite significant for the most sparse languages, whereas as sparseness in the languages decreases we observe very com- ... See full document

... STEP NC defines a CNC part program as a series of operations that remove material defined by features. The features supported include holes, slots, pockets and volumes defined by 3D surfaces. Each operation ... See full document

... first step is extracting n-grams from the query source documents as potential ...next step is the anchor expansion and ranking. The final step of the anchor selection process is to re-rank anchors by ... See full document

... tree-to-tree translation system described in (Richardson et ...decoding step by “flatten- ing” the target-side tree translation rules into string expansion rules (keeping track of the de- pendency ... See full document

... decade, translation as well as translator training have experienced a significant ...web-based translation resources, such as Google ...the translation didactic process and training is no longer a ... See full document