[PDF] Top 20 The Need for Accurate Alignment in Natural Language System Evaluation

... We can compare the feedback provided by the scoring algorithm used during the development process henceforth, the standard algorithm, with the feedback that w o u l d have been received [r] ... See full document

... For our algorithm validation process we have se- lected a number of training datasets which we can use in our evaluation. The choice of these datasets is driven by reproducibility, in the sense that we have access ... See full document

... NLG is closely related to machine translation and has similarly benefited from recent rapid develop- ment of deep learning methods. State-of-the-art NLG systems build thus on deep neural sequence- to-sequence models ... See full document

... A considerable body of work has created alignments be- tween free text and KB triples. The TAC-KBP dataset [Li et al.2012] is built from news wire and web forums. The dataset is generated as a bi-product of the ... See full document

... In the phrase chunking task, the non-recursive cores of noun phrases, called base NPs, are identified. The phrase chunking data is extracted from the data of the CoNLL-2000 shallow-parsing shared task (Sang and Buchholz ... See full document

... for natural language processing algorithms has been the analysis of spoken language data for diagnostic and remedial purposes, fueled by the demand for simple, objective, and unobtrusive screening ... See full document

... extrinsic evaluation methodologies, though useful and necessary, often leave open the question of which aspects of a system are con- tributing to the results, and ...a system to gener- ate patient ... See full document

... inference need across a wide range of natural language processing ...answering system should identify the texts that entail a hypothesized answer, ...(MT) evaluation, a correct ... See full document

... would need to be tested further to determine the useful- ness of using taxonomies for physician health profes- sionals within the NLP ...further evaluation is necessary to assess the generalizability of the ... See full document

... Our system can be improved in several ...detection, alignment models such as the ones proposed by (Quirk et ...the alignment model, we still use a parallel cor- pus for comparable sentence selection ... See full document

... the evaluation of SLU systems that comprises a characterization of spo- ken utterances, experimental design and evalua- tion ...the evaluation of Scusi?— our SLU module for the in- terpretation of ... See full document

... The Statistical machine translation (SMT) systems are considered as one of the most popular ap- proaches to machine translation (MT). However, SMT can suffer from grammatically incorrect out- put with erroneous syntactic ... See full document

... of alignment in the error ...of alignment, NAGP evolves set of expressions (instead of single expressions, like traditional GP or GSGP do), that we have called ... See full document

... The experiments in this paper have demonstrated that it is possible to train classifiers for object appearance alongside symbols, which are anal- ysed via a semantic parser, to achieve ground- ing of instructions that ... See full document

... System Contract Requirements - 5 • Natural language is often used to describe system requirements • Some specification languages may be used with natural language,. which add structure t[r] ... See full document

... English Language has been around in the world for over 14 centuries ...spoken language across the ...prevailed language in the history of humankind, English unknowingly formed a cloud around itself ... See full document

... A bilingual corpus consists of two corpora, one of which is a translation of the other. As different senses of an ambiguous word often translate differently in another language, a bilingual corpus can be used for ... See full document

... 7 A bigram language model is commonly used in speech recognition systems, where bigram statistics frequency counts on adjacent word pairs are collected from words or word categories in s[r] ... See full document

... Gemini A Natural Language System for Spoken Language Understanding Gemini A N a t u r a l Language S y s t e m for Spoken Language Understanding* John Dowding, Jean Mark Gawron, Doug Appelt, John Bear[.] ... See full document

... The Gemini kernel consists of a set of compilers to interpret the high-level languages in which the lexicon and syntactic and semantic grammar rules are written, as well as the parser, s[r] ... See full document