Papers with pragmatic strategies
Inquisitive Question Generation for High Level Text Comprehension (2020.emnlp-main)
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| Challenge: | Existing data-driven questions generate questions that fill gaps in knowledge . a dataset of 19K questions is used to generate meaningful questions . |
| Approach: | They propose a dataset of 19K questions that are elicited while a person is reading a document. |
| Outcome: | The proposed model generates reasonable questions, but the task is challenging. |
They want to pretend not to understand: The Limits of Current LLMs in Interpreting Implicit Content of Political Discourse (2025.findings-acl)
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| Challenge: | a recent study shows that large language models lack the pragmatic capabilities needed to interpret highly implicit content. |
| Approach: | They propose to use transcribed italian political speeches to test their ability to interpret implicit content. |
| Outcome: | The proposed model provides a fully correct explanation in only one-fourth of cases in the open-ended generation setup. |