1 citations · 1 across the 6 of their papers we have counts for
4 papers · 2 filters
Automatic Metrics in Natural Language Generation: A Survey of Current Evaluation Practices
Patrícia Schmidtová, Saad Mahamood, Simone Balloccu +6
Automatic metrics are extensively used to evaluate natural language processing systems. However, there has been increasing focus on how they are used and reported by practitioners…
Summarizing long regulatory documents with a multi-step pipeline
Mika Sie, Ruby Beek, Michiel Bots +2
Due to their length and complexity, long regulatory texts are challenging to summarize. To address this, a multi-step extractive-abstractive architecture is proposed to handle leng…
LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks
Anna Bavaresco, Raffaella Bernardi, Leonardo Bertolazzi +17
There is an increasing trend towards evaluating NLP models with LLMs instead of human judgments, raising questions about the validity of these evaluations, as well as their reprodu…
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences
Leonardo Bertolazzi, Albert Gatt, Raffaella Bernardi
The reasoning abilities of Large Language Models (LLMs) are becoming a central focus of study in NLP. In this paper, we consider the case of syllogistic reasoning, an area of deduc…