Papers by Andrea Amelio Ravelli
Specifying Genericity through Inclusiveness and Abstractness Continuous Scales (2024.lrec-main)
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| Challenge: | Using a pilot study, we created a small but crucial annotated dataset of 324 sentences, demonstrating the framework’s effectiveness in capturing nuanced aspects of genericity. |
| Approach: | They propose a framework for fine-grained modeling of noun phrases' genericity in natural language using a small but crucial annotated dataset of 324 sentences. |
| Outcome: | The proposed framework can be used to model genericity of noun phrases in natural language and can be easily compared with existing binary annotations. |
Coherent or Not? Stressing a Neural Language Model for Discourse Coherence in Multiple Languages (2023.findings-acl)
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| Challenge: | Existing work on coherence assessment using NLMs focuses on properties acquired from stand-alone sentences, but their ability to model discourse and pragmatic phenomena is still unclear. |
| Approach: | They propose to use a Neural Language Model to assess coherence in multiple languages to compare models' performance and to examine their performance in a cross-language scenario. |
| Outcome: | The proposed model can model coherent and incoherent text in multiple languages and in-domain settings. |
One event, many representations. Mapping action concepts through visual features. (L18-1)
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| Challenge: | a proposed classification of general verbs is characterized by a high ambiguity and high frequency in the use. |
| Approach: | They propose to use IMAGACT visual component as linkage point between resources . they propose automatic linking with BabelNet and manual linking with Praxicon . |
| Outcome: | The proposed solution exploits the IMAGACT visual component as the linkage point among resources. |