[PDF] Top 20 CaTeRS: Causal and Temporal Relation Scheme for Semantic Annotation of Event Structures

... Perhaps the biggest challenge of story under- standing (and story generation) is having common- sense knowledge for the interpretation of narrative events. This commonsense knowledge can be best represented as scripts. ... See full document

... to event processing is recognizing the rela- tions holding between events in a text, in particular temporal and causal ...on temporal relations, the aspect of causality between events from a ... See full document

... The annotation construction rules for ISO- TimeML specify how to construct two types of annotation structures: entity structures and link ...an event structure, is defined as a 6-tuple ... See full document

... both temporal and other types of relations ...as CaTeRs (Mostafazadeh et ...which event pairs should have a relation, and then what that relation should be) (Mostafazadeh et ...its ... See full document

... The Causal-TimeBank (Mirza and Tonelli, 2016) has introduced a TimeML-based annotation of causal relations between events on top of the TempEval-3 TimeBank ...plicit causal relations are ... See full document

... of event pairs conjoined with and has been annotated as causal or not causal (Bethard and Martin, 2008), and a classifier was built for such pairs (Bethard et ...The CaTeRS annotation ... See full document

... different annotation projects: CaTeRS (Mostafazadeh et ...TimeML annotation scheme (Pustejovsky et ...events. CaTeRs adopts a commonsense reasoning perspective, rather than limiting the ... See full document

... the temporal relation between an event and a time ex- pression, the annotators are instructed to annotate an event-time pair if the event is falling within the syntactic scope of the ... See full document

... the annotation scheme is only a pro- posal based on the decompositional semantic analy- sis of event structure presented in this ...The annotation scheme will continue to be ... See full document

... key semantic component integral to information extraction and natural language under- ...discourse structures via various relations between events, forming a coherent story over multiple ...of event ... See full document

... our annotation project is to provide human-annotated data to build a generation generation application to enhance reading comprehension for English as second language (ESL) students, as a continuous effort of ... See full document

... of event corpora is made compli- cated by the wide variance in how many events (or relation-bearing predicates) are annotated per sen- tence, and how many relations are explicitly an- notated, how many ... See full document

... the semantic components of definite- ...our annotation scheme and in §4, we describe the data and the annotation tool and we report on the inter-annotator agreement for the texts in the ... See full document

... policy scheme that includes these three major components ...a causal relationship that bridges the plan to the goal in the policy ...a causal scheme appears in a policy argument to represent ... See full document

... quantum event algebras is equipped with a classifying object, which should be used for the valuation of quan- tum propositions by analogy to the classical case, where the two-valued Boolean algebra plays this ... See full document

... a temporal boundary is not the main point of statement ...a temporal event or state with specific temporal ...of temporal events and states, while (1a) is a comment, on the individual ... See full document

... coreference annotation on various languages (English(Hovy et ...Coreference annotation is a time consuming, challenging and an expensive ...anaphora annotation scheme and applied it on Hindi ... See full document

... ⟨ EVENT ⟩ , ⟨ MAKEINSTANCE ⟩ , and ⟨ SIGNAL ⟩ ...⟨ EVENT ⟩ tag specifies various attributes of event expressions, including the class of the event, tense, gram- matical aspect, polarity, and ... See full document

... There are also annotation studies outside the do- main of scientific articles which deal with argumen- tative relations. Mochales-Palau and Moens (2011) report an IAA of Cohen’s κ = 0.75 (legal docu- ments) but ... See full document

... We created a new module for the DanGram Framtagger identifying nominal frames by trying to match conditions on argument slots and then assigning the corresponding semantic roles and tagging instantiated verb ... See full document