Machine Learning · Computer Science
Is Disentanglement all you need? Comparing Concept-based & Disentanglement Approaches
Dmitry Kazhdan, Botty Dimanov, Helena Andres Terre, Mateja Jamnik +2
2021-04-15
Computation and Language · Computer Science
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan +6
2024-06-06
Artificial Intelligence · Computer Science
An Approach to Characterize Graded Entailment of Arguments through a Label-based Framework
Maximiliano C. D. Budán, Gerardo I. Simari, Ignacio Viglizzo, Guillermo R. Simari
2019-03-06
Computation and Language · Computer Science
Argumentation theory for mathematical argument
Joseph Corneli, Ursula Martin, Dave Murray-Rust, Gabriela Rino Nesin +1
2018-07-17
Machine Learning · Computer Science
Disentangling Exploration of Large Language Models by Optimal Exploitation
Tim Grams, Patrick Betz, Sascha Marton, Stefan Lüdtke +1
2025-08-26
Machine Learning · Computer Science
Are Disentangled Representations Helpful for Abstract Visual Reasoning?
Sjoerd van Steenkiste, Francesco Locatello, Jürgen Schmidhuber, Olivier Bachem
2020-01-08
Artificial Intelligence · Computer Science
A Comparative Study of Ranking-based Semantics for Abstract Argumentation
Elise Bonzon, Jérôme Delobelle, Sébastien Konieczny, Nicolas Maudet
2016-02-03
Computer Vision and Pattern Recognition · Computer Science
Revisiting Disentanglement in Downstream Tasks: A Study on Its Necessity for Abstract Visual Reasoning
Ruiqian Nai, Zixin Wen, Ji Li, Yuanzhi Li +1
2024-03-04
Computer Vision and Pattern Recognition · Computer Science
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings
Lukas Klein, João B. S. Carvalho, Mennatallah El-Assady, Paolo Penna +2
2023-06-16
Computation and Language · Computer Science
Argumentative Large Language Models for Explainable and Contestable Claim Verification
Gabriel Freedman, Adam Dejl, Deniz Gorur, Xiang Yin +2
2026-05-08
Computation and Language · Computer Science
Learning Disentangled Representations for Natural Language Definitions
Danilo S. Carvalho, Giangiacomo Mercatali, Yingji Zhang, Andre Freitas
2023-02-17