Negation Scope Resolution
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Benchmarks
Most implemented
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents
Multitask Learning of Negation and Speculation using Transformers
Papers
Resolving Legalese: A Multilingual Exploration of Negation Scope Resolution in Legal Documents
Resolving the scope of a negation within a sentence is a challenging NLP task. The complexity of legal texts and the lack of annotated in-domain negation corpora pose challenges for state-of-the-art (SotA) models when pe…
NegationNegation Scope ResolutionSentenceNo means ‘No’; a non-im-proper modeling approach, with embedded speculative context
Motivation: The medical data are complex in nature as terms that appear in records usually appear in different contexts. Through this paper, we investigate various bio model’s embeddings(BioBERT, BioE- LECTRA, PubMedBERT…
Natural Language InferenceNegationNegation and Speculation Cue DetectionNegation and Speculation Scope resolution+4The Case of Imperfect Negation Cues: A Two-Step Approach for Automatic Negation Scope Resolution
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, the…
NegationNegation Scope ResolutionScope 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 ResolutionNegation 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+2Negation Scope Resolution for Chinese as a Second Language
This paper studies Negation Scope Resolution (NSR) for Chinese as a Second Language (CSL), which shows many unique characteristics that distinguish itself from “standard” Chinese. We annotate a new moderate-sized corpus …
Cross-Lingual TransferNegationNegation Scope Resolution