We describe the fifth edition of the CheckThat! lab, part of the 2022 Conference and Labs of
the Evaluation Forum (CLEF). The lab evaluates technology supporting tasks related to …

Humor is a central aspect of human communication that has not been solved for artificial
agents so far. Large language models (LLMs) are increasingly able to capture implicit and …

Despite recent advances in information retrieval and natural language processing, rhetorical
devices that exploit ambiguity or subvert linguistic rules remain a challenge for such …

While humour and wordplay are among the most intensively studied problems in the field of
translation studies, they have been almost completely ignored in machine translation. This is …

Humor is a substantial element of human social behavior, affect, and cognition. Its automatic
understanding can facilitate a more naturalistic human-AI interaction. Current methods of …

[ES] El humor es una estrategia eficiente para propagar prejuicios porque, la mayoría de las
veces, elude el juicio moral. Sin embargo, perpetúa estereotipos y, al hacerlo, justifica actos …

The success of language models has inspired the NLP community to attend to tasks that
require implicit and complex reasoning, relying on human-like commonsense mechanisms …

Feature Engineering consists in the application of domain knowledge to select and
transform relevant features to build efficient machine learning models. In the Natural …

We present the results of HAHA at IberLEF 2021: Humor Analysis ba-sed on Human
Annotation. This year's edition of the competition includes the two classic tasks of humor …

Computational humor recognition is considered to be one of the hardest tasks in natural
language processing (NLP) since humor is such a particularly complex emotion. There are …