3 citations · 4 across the 3 of their papers we have counts for
3 papers
Semantic Abstraction for Natural Language Inference: a Methodological Framework for Discovering and Compensating Semantic Knowledge and Reasoning Gaps in Large Language Models
David Torres-Moreno, Jorge Hermosillo-Valadez
Despite their outstanding performance on many NLP tasks, LLMs face serious challenges related to semantic abstraction. In this study, we are interested in understanding how LLMs le…
Linguistic Features for Interpretable Textual Entailment
David Torres-Moreno, Jorge Hermosillo-Valadez, Asela Reig-Alamillo
Despite the success of neural models in natural language processing, their black-box nature limits interpretability and conceals the linguistic phenomena underlying their predictio…
Exploiting Hierarchical Dependence Structures for Unsupervised Rank Fusion in Information Retrieval
J. Hermosillo-Valadez, E. Morales-González, F. Fernández-Reyes +3
The goal of rank fusion in information retrieval (IR) is to deliver a single output list from multiple search results. Improving performance by combining the outputs of various IR…