38 citations · 94 across the 24 of their papers we have counts for
5 papers · 1 filter
Towards Explainable Strategy Templates using NLP Transformers
Pallavi Bagga, Kostas Stathis
This paper bridges the gap between mathematical heuristic strategies learned from Deep Reinforcement Learning (DRL) in automated agent negotiation, and comprehensible, natural lang…
Black-Box Analysis: GPTs Across Time in Legal Textual Entailment Task
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni +2
The evolution of Generative Pre-trained Transformer (GPT) models has led to significant advancements in various natural language processing applications, particularly in legal text…
A negation detection assessment of GPTs: analysis with the xNot360 dataset
Ha Thanh Nguyen, Randy Goebel, Francesca Toni +2
Negation is a fundamental aspect of natural language, playing a critical role in communication and comprehension. Our study assesses the negation detection performance of Generativ…
Beyond Logic Programming for Legal Reasoning
Ha-Thanh Nguyen, Francesca Toni, Kostas Stathis +1
Logic programming has long being advocated for legal reasoning, and several approaches have been put forward relying upon explicit representation of the law in logic programming te…
How well do SOTA legal reasoning models support abductive reasoning?
Ha-Thanh Nguyen, Randy Goebel, Francesca Toni +2
We examine how well the state-of-the-art (SOTA) models used in legal reasoning support abductive reasoning tasks. Abductive reasoning is a form of logical inference in which a hypo…