[PDF] Top 20 Verb Semantics and Lexical Selection

... For test set one, the lexical selection of the system got a correct rate 57.8% before encoding the meaning of the unknown verb arguments; and a correct rate 99.45% after giving the unkno[r] ... See full document

... In addition, it might be interesting to ask what degree of complexity eventity structures can maxi- mally obtain while still being lexicalized in a single verb. In other words: what are possible verbs? This can be ... See full document

... our lexical resources 3.1 Lexical Subcategorization Knowledge Base A lexical item, whether it is a noun, a verb, an adjective or an adverb, requires certain elements in order to appear in a ... See full document

... (e.g., lexical items, part-of-speech tags of words, ...deeper semantics of lan- ...a verb-noun phrase (v-np) pair (i.e., noun and verb semantics) to identify causal- ity with a better ... See full document

... modification of the complexity degree of the model. Despite its simplicity, the Naive Bayes algorithm has been the first choice to obtain state-of-the-art accuracy on supervised WSD [12,18,21]. Mooney [6] considered ... See full document

... Distributional, or vector space methods attempt to model word meaning by embedding words in a com- mon metric space, whose dimensions are derived from, e.g., word collocations (Sch¨utze, 1998), syn- tactic relations ... See full document

... in lexical se- mantics such as word relatedness or selec- tional preference can benefit from modeling such structure: Polysemous word usage is of- ten governed by some common background metaphoric usage ...feature ... See full document

... The verb “raise” denotes an action by someone of effecting a change of location of something to a higher point. A process is a sequence of events or actions; in terms of the Ontological Ascent, we view particular ... See full document

... both lexical adjectives (largely colour, value, age, and physical propensity terms, following Dixon 2010b: 73-74) and those derived from nouns and verbs through productive ...nominal semantics; these are ... See full document

... compositional semantics and the adjunction of syntactic phrases to support regular verb sense ...the Lexical Concep- tual Structure (LCS) approach exemplified by Voss (1996), which requires a ... See full document

... head verb in the preceding verb phrase (PV), the head noun in the preceding noun phrase (PN) and the head noun in the following noun phrase (FN) when available (Chodorow et ...of lexical features for ... See full document

... with verb-noun pairs for causality detection but they focused only on a small list of predefined nouns representing ...by verb-noun pairs (ex- ample ...of verb and noun, words be- tween verb ... See full document

... input semantics, we did a systematic pair- wise comparison of the tree property sets associated with the input realisations and we checked whether for any given input, there were two (or more) dis- tinct ... See full document

... 'Linguistic constraints on type coer- cion', by James Pustejovsky; 'From lexical semantics to text analysis', by Sabine Bergler; 'Lexical functions, generative lexicons, a n d the world'[r] ... See full document

... A SET THEORETIC APPROACH TO LEXICAL SEMANTICS A SET THmRErlC APPROACH TO LEXICAL ~ D L f f O 1 T MEMODATA 23 r m d e s a o u f i ~ 14000 C a ~ F r m ~ RESUME UNE APPRO~tE ENSEMBLtSIE DU ~ ~ r,bus pr~n[.] ... See full document

... The Computational Lexical Semantics of Syntagmatic Relations T h e C o m p u t a t i o n a l L e x i c a l S e m a n t i c s o f S y n t a g m a t i c R e l a t i o n s E v e l y n e V i e g a s , S t[.] ... See full document

... However, LSFs and LFs are different in two ways: i conceptually, LSFs are organized into an inheritance hierarchy; ii formally, they are rules, and produce a new entry composed of two en[r] ... See full document

... diachronic semantics have become a novel state-of-the-art methodology lacking, how- ever, off-the-shelves analysis tools easy to use for a typically non-technical ... See full document

... Degrees of Stativity The Lexical Representation of Verb Aspect Degrees of Stativity T h e Lexical Representation of Verb Aspect J u d i t h L Klavans and Martin Chodorow IBM T J Watson Research Yorkto[.] ... See full document

... a lexical entry are represented as a set of different senses each of which is stored separately and without any kind of additional structure to relate the senses ...or lexical entry may potentially have; ... See full document