Search Results for author: Clayton Morrison

Found 4 papers, 1 papers with code

Low Resource Causal Event Detection from Biomedical Literature

no code implementations BioNLP (ACL) 2022 Zhengzhong Liang, Enrique Noriega-Atala, Clayton Morrison, Mihai Surdeanu

Recognizing causal precedence relations among the chemical interactions in biomedical literature is crucial to understanding the underlying biological mechanisms.

Event Detection Knowledge Distillation

MathAlign: Linking Formula Identifiers to their Contextual Natural Language Descriptions

no code implementations LREC 2020 Maria Alexeeva, Rebecca Sharp, Marco A. Valenzuela-Esc{\'a}rcega, Jennifer Kadowaki, Adarsh Pyarelal, Clayton Morrison

Extending machine reading approaches to extract mathematical concepts and their descriptions is useful for a variety of tasks, ranging from mathematical information retrieval to increasing accessibility of scientific documents for the visually impaired.

Information Retrieval Reading Comprehension +1

Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods

no code implementations WS 2019 Enrique Noriega-Atala, Zhengzhong Liang, John Bachman, Clayton Morrison, Mihai Surdeanu

An important task in the machine reading of biochemical events expressed in biomedical texts is correctly reading the polarity, i. e., attributing whether the biochemical event is a promotion or an inhibition.

Reading Comprehension

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