Papers with linguistic theories
GCM: A Toolkit for Generating Synthetic Code-mixed Text (2021.eacl-demos)
Copied to clipboard
| Challenge: | Code-mixing is a spoken language phenomenon and is difficult to train in multilingual communities. |
| Approach: | They propose a tool that can automatically generate code-mixed data given parallel data in two languages. |
| Outcome: | The proposed tool can generate code-mixed data in two languages using two linguistic theories. |
A Linguistically-Informed Annotation Strategy for Korean Semantic Role Labeling (2024.lrec-main)
Copied to clipboard
| Challenge: | Semantic role labeling is an essential component of semantic and syntactic processing of natural languages. |
| Approach: | They propose an annotation strategy for Korean semantic role labeling that is in line with the previously proposed linguistic theories as well as the distinct properties of the Korean language. |
| Outcome: | The proposed annotation strategy is consistent with the proposed linguistic theories and the distinct properties of the Korean language. |
A Quantum-Inspired Matching Network with Linguistic Theories for Metaphor Detection (2024.lrec-main)
Copied to clipboard
| Challenge: | Metaphor identification procedures and selectional preference violations are challenging for machines to recognize and comprehend metaphors. |
| Approach: | They propose a quantum-inspired matching network for metaphor detection based on QLM . metaphors are widely present in the language, thought and behavior of humans . |
| Outcome: | The proposed method can be used to detect metaphors even in the face of conventional metaphors. |