Search Results for author: Yuting Guo

Found 6 papers, 1 papers with code

An Ensemble Model for Automatic Grading of Evidence

no code implementations ALTA 2021 Yuting Guo, Yao Ge, Ruqi Liao, Abeed Sarker

This paper describes our approach for the automatic grading of evidence task from the Australasian Language Technology Association (ALTA) Shared Task 2021.

Pre-trained Transformer-based Classification and Span Detection Models for Social Media Health Applications

no code implementations NAACL (SMM4H) 2021 Yuting Guo, Yao Ge, Mohammed Ali Al-Garadi, Abeed Sarker

This paper describes our approach for six classification tasks (Tasks 1a, 3a, 3b, 4 and 5) and one span detection task (Task 1b) from the Social Media Mining for Health (SMM4H) 2021 shared tasks.

Classification

Emory at WNUT-2020 Task 2: Combining Pretrained Deep Learning Models and Feature Enrichment for Informative Tweet Identification

no code implementations EMNLP (WNUT) 2020 Yuting Guo, Mohammed Ali Al-Garadi, Abeed Sarker

This paper describes the system developed by the Emory team for the WNUT-2020 Task 2: “Identifi- cation of Informative COVID-19 English Tweet”.

Enhancing Cognitive Models of Emotions with Representation Learning

1 code implementation NAACL (CMCL) 2021 Yuting Guo, Jinho Choi

We present a novel deep learning-based framework to generate embedding representations of fine-grained emotions that can be used to computationally describe psychological models of emotions.

Emotion Classification Representation Learning

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