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Identifying information in text that is speculative as opposed to factual information.

Benchmarks

You can find evaluation results in the subtasks. You can also submitting evaluation metrics for this task.

Subtasks

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