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Identifiy the scope of a speculation cue that indicates uncertainty in a given text.

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TREND DATASET BEST METHOD PAPER TITLE PAPER CODE COMPARE

Greatest papers with code

Multitask Learning of Negation and Speculation using Transformers

20 Nov 2020adityak6798/Transformers-For-Negation-and-Speculation

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.

NEGATION SCOPE RESOLUTION SPECULATION SCOPE RESOLUTION

Resolving the Scope of Speculation and Negation using Transformer-Based Architectures

9 Jan 2020adityak6798/Transformers-For-Negation-and-Speculation

Speculation is a naturally occurring phenomena in textual data, forming an integral component of many systems, especially in the biomedical information retrieval domain.

 Ranked #1 on Negation Scope Resolution on BioScope : Abstracts (using extra training data)

BIOMEDICAL INFORMATION RETRIEVAL INFORMATION RETRIEVAL NEGATION SCOPE RESOLUTION SPECULATION SCOPE RESOLUTION