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Self-supervised Interpretable Concept-based Models for Text
  Classification

Self-supervised Interpretable Concept-based Models for Text Classification

20 June 2024
Francesco De Santis
Philippe Bich
Gabriele Ciravegna
Pietro Barbiero
Danilo Giordano
Tania Cerquitelli
ArXivPDFHTML

Papers citing "Self-supervised Interpretable Concept-based Models for Text Classification"

5 / 5 papers shown
Title
Interpretable Neural-Symbolic Concept Reasoning
Interpretable Neural-Symbolic Concept Reasoning
Pietro Barbiero
Gabriele Ciravegna
Francesco Giannini
M. Zarlenga
Lucie Charlotte Magister
Alberto Tonda
Pietro Lio'
F. Precioso
M. Jamnik
G. Marra
NAI
LRM
61
38
0
27 Apr 2023
Causal Proxy Models for Concept-Based Model Explanations
Causal Proxy Models for Concept-Based Model Explanations
Zhengxuan Wu
Karel DÓosterlinck
Atticus Geiger
Amir Zur
Christopher Potts
MILM
75
35
0
28 Sep 2022
GlanceNets: Interpretabile, Leak-proof Concept-based Models
GlanceNets: Interpretabile, Leak-proof Concept-based Models
Emanuele Marconato
Andrea Passerini
Stefano Teso
106
64
0
31 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
Jason W. Wei
Xuezhi Wang
Dale Schuurmans
Maarten Bosma
Brian Ichter
F. Xia
Ed H. Chi
Quoc Le
Denny Zhou
LM&Ro
LRM
AI4CE
ReLM
355
8,457
0
28 Jan 2022
On Completeness-aware Concept-Based Explanations in Deep Neural Networks
On Completeness-aware Concept-Based Explanations in Deep Neural Networks
Chih-Kuan Yeh
Been Kim
Sercan Ö. Arik
Chun-Liang Li
Tomas Pfister
Pradeep Ravikumar
FAtt
122
297
0
17 Oct 2019
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