[PDF] Top 20 Training and Evaluation of a Spoken Language Understanding System

... Training and Evaluation of a Spoken Language Understanding System Training and Evaluation of a Spoken Language Understanding System D e b o r a h A D a h l , L y n e t t e H i r s c h m a n , Lewis M[.] ... See full document

... We conducted experiments on SLU portability between two kinds of domains: DBMS Informa- tion Retrieval and Information Extraction. The request is considered to be well understood if it is assigned a correct category. We ... See full document

... (“Shared Evaluation Task” ...the training process in a reinforce- ment learning framework updating the gradient to maximize the rewards corresponding to user’s ... See full document

... a training cor- pus which is often unavailable when exploring a new SDS ...resulting system is typically high (Gupta, ...production system and are computable in real ... 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

... transition system differs from traditional systems as the words are not consumed from the buffer be- cause in executable semantic parsing, there are no strict alignments between words in the input and nodes in the ... See full document

... Following the annotation process proposed by Potisuk (2007) for a text-to-speech system for Thai, a brief description of the annotation process will be described. The encoding of the prosodic structure is ... See full document

... ble values that can be handled by a backend system (Henderson, 2015). We refer to this type of task as a categorical slot filling task. In this case, the slot filling task is regarded as a classification problem ... See full document

... We experimented with different approaches for training the discriminative models and two dif- ferent corpora: the well-known MEDIA corpus (Bonneau-Maynard et al., 2005) and a new corpus acquired in the European ... See full document

... This work focuses on the problem of SLU porta- bility between languages (Garc´ıa et al., 2012; He et al., 2013; Jabaian et al., 2013). We propose a semi-supervised approach for adapting the system to tackle ... See full document

... building spoken dialogue systems for a new domain, a major bottleneck is developing a spoken language understand- ing (SLU) module that handles the new domain’s terminology and semantic con- ... See full document

... natural language, and then rephrase it to the corre- sponding user ...SLU system, we choose to in- terpret act-slot-value triples with atomic templates which involve minimum human ... See full document

... Next, we compared the two trigger selection methods; mutual information (MI) and feature in- duction (FI). Table 2 shows the experimental re- sults of the comparison between MI and FI ap- proaches (with the local feature ... See full document

... In this paper, best known active learning methods applicable to sequence labeling tasks were evaluated in the field of SLU (Spoken Language Understanding) in real conditions of noise. The new method ... See full document

... telephone-based spoken dialogue services, which pertain to different aspects of an interaction, viz communication, cooperativity, task success, and spoken ...of spoken ut- terances along the accuracy ... See full document

... Developing an Evaluation Methodology for Spoken Language Systems Developing an Evaluation Methodology for Spoken Language Systems M a d e l e i n e Bates, Sean Boisen and John M a k h o u l BBN System[.] ... See full document

... PRELIMINARY EVALUATION OF THE VOYAGER SPOKEN LANGUAGE SYSTEM P R E L I M I N A R Y E V A L U A T I O N O F T H E V O Y A G E R S P O K E N L A N G U A G E S Y S T E M * Victor Zue, James Glass, David[.] ... See full document

... practical language applica- tions by means of statistical approaches requires annotated data, which is one of the most critical ...for Spoken Dialog Systems since considerably domain-specific con- ceptual ... See full document

... Multi Site Data Collection and Evaluation in Spoken Language Understanding M u l t i S i t e D a t a C o l l e c t i o n a n d E v a l u a t i o n in S p o k e n L a n g u a g e U n d e r s t a n d i[.] ... See full document

... MONDAY, 27 JUNE: Tutorials Computational Phonology Steven Bird Spoken Language Understanding Systems Stephanie Seneff Text Analysis Tools in Spoken-Language Processing Richard Sproat & M[r] ... See full document