[PDF] Top 20 A review corpus annotated for negation, speculation and their scope
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A review corpus annotated for negation, speculation and their scope
... University Review corpus (Taboada et ...of negation and speculation. This corpus consists of 400 documents (50 of each type) of movie, book, and consumer product reviews from the ... See full document
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Speculation and Negation Scope Detection via Convolutional Neural Networks
... Speculation and negation are important infor- mation to identify text factuality. In this paper, we propose a Convolutional Neural Network (CNN)-based model with probabilistic weighted average pooling to ... See full document
11
Linguistic scope-based and biological event-based speculation and negation annotations in the BioScope and Genia Event corpora
... the negation/certainty sta- tus of the key event in the sentence and each argument of these key events (including arguments that are events themselves) is under scope as well in ...automatic scope ... See full document
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Bridging the Gap Between Scope based and Event based Negation/Speculation Annotations: A Bridge Not Too Far
... although negation and speculation were also considered in three main tasks for the 2011 follow-up event (Kim et ...the negation/speculation aspects of the ...of scope over- lap with ... See full document
10
Tree Kernel based Negation and Speculation Scope Detection with Structured Syntactic Parse Features
... However, the results on the Full Papers and the Clinical Reports sub-corpora are lower than those on the Abstracts sub-corpus for both negation and speculation. That is because the structured syntac- ... See full document
9
Neural Token Representations and Negation and Speculation Scope Detection in Biomedical and General Domain Text
... In this paper, we investigate the appli- cation and impact of state-of-the-art neu- ral token representations for automatic cue- conditional speculation and negation scope de- tection coupled with ... See full document
10
Automatic Extraction of Lexico Syntactic Patterns for Detection of Negation and Speculation Scopes
... of scope finding rules, we also implemented a module that parses string representations of the lexico-syntactic rules and performs subtree ...identifies negation and speculation scopes in sentence ... See full document
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SNPPhenA: a corpus for extracting ranked associations of single-nucleotide polymorphisms and phenotypes from literature
... the annotated associations in the corpus were divided into three classes: positive, negative and neutral ...the negation process as the status of such candidates and their corresponding level of ... See full document
13
Speculation and Negation: Rules, Rankers, and the Role of Syntax
... and scope component in the machine learned system of Morante and Daelemans ...expressing negation, as shown in Table ...of speculation rules from which the negation rules are derived) has ... See full document
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Speculation and Negation detection in French biomedical corpora
... the scope detection with an approach based on a convolutional neural network which extracts features from various syntactic paths be- tween the cues and the candidate tokens in con- stituency and dependency parsed ... See full document
10
Negation Scope Detection for Twitter Sentiment Analysis
... are negation scope corpora available for other domains and sentiment-annotated data available from the SemEval TSA ...tweets annotated for negation cues and scopes, so such a ... See full document
10
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing
... processing negation and speculation within several NLP ...identifying negation and speculation helps in classifying medical ...with negation in sentiment analysis, one focuses on ... See full document
12
Negation and Speculation Identification in Chinese Language
... on negation and speculation identification mainly focus on two tasks: 1) cue detection, which aims to detect the signal of a negative or speculative expression, and 2) scope resolution, which aims to ... See full document
10
Annotating Negation and Speculation: the Case of the Review Domain
... and scope was introduced by (Vincze, 2010; Kim et ...already annotated corpora: the GENIA Event corpus (Kim et ...with negation and two types of ...a corpus consisting of six papers ... See full document
6
Corpus based approaches to processing the scope of negation cues: an evaluation of the state of the art
... been annotated with information related to modality and polarity, which have made it possible to develop machine learning ...and scope of negation and modality cues (Vincze et ...BioScope ... See full document
5
ETPC A Paraphrase Identification Corpus Annotated with Extended Paraphrase Typology and Negation
... In this section, we present the measures for calculating the inter-annotator agreement and the agreement score on the first two layers of annotation: non-sense preserving atomic phenomena and sense preserving atomic ... See full document
9
NegPar: A parallel corpus annotated for negation
... the scope in English is projected to a completely different span from the gold span in the Chinese ...gold scope only in ...the scope of ...the scope, English uses the deter- miner ‘no’ or ... See full document
9
Annotation of negation in the IULA Spanish Clinical Record Corpus
... the scope of negated nouns extends to their complements and/or modifiers that follow them ...the scope of negated adjec- tives extends to their complements, but the mod- ified noun that in Spanish precedes ... See full document
10
Improving Sentiment Analysis for Twitter Data by Handling Negation Rules in the Serbian Language
... SA in the Serbian language was mostly dealt with by authors in [23] and [21]. Mladenović et al. in [23] used morphological dictionary rules for inflection expansion to build sentiment lexicons and a stop word list that ... See full document
24
Learning with Structured Representations for Negation Scope Extraction
... correct scope tokens, which improves results at scope level and token ...partial scope, which shows the importance of capturing long distance ...partial scope between three cue words which are ... See full document
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