Papers with role labelling
Emotion Analysis from Texts (2023.eacl-tutorials)
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| Challenge: | Emotion analysis in text is a field of research that encompasses a set of various natural language processing tasks. |
| Approach: | This tutorial provides an overview of research from emotion psychology . it discusses the use cases of emotion analysis in text, their societal impact and ethical considerations . |
| Outcome: | This paper provides an overview of research from emotion psychology which sets the ground for choosing adequate NLP methodology. |
Thesis Proposal: Detecting Agency Attribution (2024.eacl-srw)
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| Challenge: | 'agency' is the freedom and capacity of an entity to act, and the corresponding Natural Language Processing (NLP) task involves automatically detecting attributions of agency to entities in text. |
| Approach: | They propose a schema to annotate a dataset for agency attribution and formulate additional research questions by applying NLP models. |
| Outcome: | The proposed framework draws on semantic frame analysis, role labelling and related techniques. |