Simple Negation Scope Resolution through Deep Parsing: A Semantic Solution to a Semantic Problem
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NegationNegation Scope ResolutionSentiment AnalysisSimilar Papers 제목 키워드 기반
Negation typology and general representation models for cross-lingual zero-shot negation scope resolution in Russian, French, and Spanish.
Negation is a linguistic universal that poses difficulties for cognitive and computational processing. Despite many advances in text analytics, negation resolution remains an acute and continuously researched question in…
Machine TranslationNegationNegation DetectionNegation Scope Resolution+2Multitask Learning of Negation and Speculation using Transformers
Detecting negation and speculation in language has been a task of considerable interest to the biomedical community, as it is a key component of Information Extraction systems from Biomedical documents. Prior work has in…
NegationNegation and Speculation Scope resolutionNegation DetectionNegation Scope Resolution+2Multilingual Negation Scope Resolution for Clinical Text
Negation scope resolution is key to high-quality information extraction from clinical texts, but so far, efforts to make encoders used for information extraction negation-aware have been limited to English. We present a …
Multi-Task LearningNegationNegation Scope ResolutionOrthogonal Attention: A Cloze-Style Approach to Negation Scope Resolution
Negation Scope Resolution is an extensively researched problem, which is used to locate the words affected by a negation cue in a sentence. Recent works have shown that simply finetuning transformer-based architectures y…
NegationNegation Scope ResolutionSentenceScope resolution of predicted negation cues: A two-step neural network-based approach
Neural network-based methods are the state of the art in negation scope resolution. However, they often use the unrealistic assumption that cue information is completely accurate. Even if this assumption holds, there rem…
NegationNegation DetectionNegation Scope Resolution