[PDF] Top 20 Automatic Acquisition of Lexical Formality

... Another test set we use to evaluate our methods is a collection of 399 pairs of near-synonyms from Choose the Right Word (CTRW), a manual for as- sisting writers with synonym word choice; each pair was either explicitly ... See full document

... tions has been a well known and successful case, it is not very frequent. The different technology or application requirements, or even the ignorance about the existence of other resources, has pro- voked the ... See full document

... Our work is based on weakly supervised algo- rithms for learning of semantic classes and pat- terns, presented in (Tanev et al., 2009) and (Tanev and Zavarella, 2013); these approaches are based on distributional ... See full document

... The f-structure functional annotation algorithm assumes that each one of the syntactic units in the KTC4 representation corresponds to one sub-f-structure and that they combine with each other according to the unlabelled ... See full document

... The Information-based Case Grammar (Chen and Huang 1992) is a unification-based formalism proposed specifically for Chinese language processing. ICG is a head-driven lexical grammar in the sense that all ... See full document

... Dynamic lexical acquisition is a procedure where the lexicon of an NLP system is updated automatically during sentence ...accepted lexical information is stored in an auxiliary lexicon which can be ... See full document

... Some of the difference in accuracy can be at- tributed to the corpora used. The experiments in (Riloff and Shepherd, 1997) were performed on the 500,000 word MUC-4 corpus, and those of (Roark and Charniak, 1998) were ... See full document

... that automatic lexical acquisition can be approached by assigning a word certain properties according to the linguistic information gathered from its occurrences in texts (Brent, 1993; Merlo and ... See full document

... The principle four features of this description put the verb into the general area of WIPE, CLEAR and SPRAY/LOAD, but the optional locative, and the fact that the theme can be marked wit[r] ... See full document

... EBL2' AN APPROACH TO AUTOMATIC LEXICAL ACQUISITION EBL2 A N A P P R O A C H T O A U T O M A T I C L E X I C A L A C Q U I S I T I O N LARS ASKER* BJ()R N GAM BACK ~ C l l R I S T E R SAM UELSSON 1 ask[.] ... See full document

... The experimental results show that our method is powerful, and suited to the classication of lex- ical items. However, we have not yet addressed the problem of verbs that can have multiple clas- sications. We think that ... See full document

... of lexical acquisition by using distribution similarity judgements instead of pure quantitative decisions to decide about what is relevant information and what is ...of lexical items, the works we ... See full document

... Words are the building blocks of language. Native speakers typically know tens of thousands of words which they combine into sentences to communicate an indefinite number of possible messages. A significant question in ... See full document

... each formality level are obtained when the level of formality given as input to the MT system matches the nature of the text being translated, as can be seen in the scores along the diagonal in Table ... See full document

... In the first experiment child based factors (vocabulary knowledge, phonological memory, age) and different linguistic contexts for novel word learning are assessed. The childr[r] ... See full document

... language acquisition should propose a method of inferring the intended forms (Figure 1a) from the unsegmented surface forms (1c) while also learning a model of phonetic variation relating the intended and surface ... See full document

... Lexical Knowledge Acquisition from Bilingual Corpora Lexi( al K n o w l e d g e A c q u i s i t i o n ti'om B i l i n g u a l Col'por& Takehito UTSURO* Yuji MATSUMOTO Makoto NAGAO l)cpt, of Electrical[.] ... See full document

... seed sets is that many of the seeds belong on mul- tiple lists, reflecting the fact that stylistic correla- tions occur at the lexical level. This interferes with evaluation, since we need to to be fairly certain ... See full document

... that lexical cate- gories are formed and finalized prior to the onset of word learning and that a correct and unique category for a target word can be identified at each point in time, assumptions that are highly ... See full document

... fully automatic linking of two valency lexicons of Czech verbs: VALLEX and ...fully automatic mapping of these resouces is not ...the automatic identification of pairs of corresponding valency frames ... See full document