We introduce a constituency parser based on a bi-LSTM encoder adapted from recent work (Cross and Huang, 2016b; Kiperwasser and Goldberg, 2016), which can incorporate a lower level character biLSTM (Ballesteros et al., 2015; Plank et al., 2016). We model two important interfaces of constituency parsing with auxiliary tasks supervised at the word level: (i) part-of-speech (POS) and morphological...

The Stuttgart-Tübingen Tag Set (STTS) (Schiller et al., 1995) has long been established as a quasi-standard for part-of-speech (POS) tagging of German. It has been used, with minor modifications, for the annotation of three German newspaper treebanks, the NEGRA treebank (Skut et al., 1997), the TiGer treebank (Brants et al., 2002) and the TüBa-D/Z (Telljohann et al., 2004). One major drawback, ...

Communicative language use largely entails regular patterns consisting of pre-constructed phrases or sequences. These sequences have been examined by many researchers to find the situation-based formulas which may help L2 learners follow a possibly more target-like speaking system. This study, therefore, explored two categories of formulaic expressions including speech formulas and situation-bo...

Semantics is a part of linguistic by which it can be analyzed the meaning of the words and sentences of a text and identified the part of speech with regard to semantics. This is a descriptive-analytic research and it deals with studying the meaning of ‘promise’ in the Holy Quran based on principles of semantics with a collocation approach by library methodology. Also, by virtue of ...

Private speech utilization is accepted to have a critical role in the continuum of language acquisition. As a valuable device in studying learners’ talk during interaction, a language related episode (LRE) is any part of a dialogue where a student speaks about a language problem s/he comes across while completing a task. The present study investigated the role of private speech produced by Inte...

background and aim: there is a controversy about cochlear implant usefulness for users since they do not develop speech and language with equal quality. many researchers by controlling demographic and medical variables in this population suggested the contribution of neuro­cognitive factors such as working memory to this variation. the aim of this study was to com­pare working memory capacity b...