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Explainable Models

Papers archive 2025-07-28

archive papers tagged: 128 · with a code link: 53 · where Syntology ran a sample: 11 (7 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (11 of 128 tagged: 7 with a run with no instrument failure, 4 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 128 of 128, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• From Intrinsic to Counterfactual: On the Explainability of Contextualized Recommender Systems
  28 Oct 2021 0 repositories listed
• Deconfounded and Explainable Interactive Vision-Language Retrieval of Complex Scenes
  17 Oct 2021 0 repositories listed
• Think Before You Speak: Explicitly Generating Implicit Commonsense Knowledge for Response Generation
  16 Oct 2021 0 repositories listed
• Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction
  9 Oct 2021 0 repositories listed
• FaxPlainAC: A Fact-Checking Tool Based on EXPLAINable Models with HumAn Correction in the Loop
  12 Sep 2021 0 repositories listed
• Deriving Explanation of Deep Visual Saliency Models
  8 Sep 2021 0 repositories listed
• Distinguishing Healthy Ageing from Dementia: a Biomechanical Simulation of Brain Atrophy using Deep Networks
  18 Aug 2021 0 repositories listed
• Mixture of Linear Models Co-supervised by Deep Neural Networks
  5 Aug 2021 0 repositories listed
• UAlberta at SemEval-2021 Task 2: Determining Sense Synonymy via Translations
  1 Aug 2021 0 repositories listed
• An XAI Approach to Deep Learning Models in the Detection of DCIS
  27 Jun 2021 0 repositories listed
• Causality in Neural Networks -- An Extended Abstract
  3 Jun 2021 0 repositories listed
• Wider Vision: Enriching Convolutional Neural Networks via Alignment to External Knowledge Bases
  22 Feb 2021 0 repositories listed
• Investigating ADR mechanisms with knowledge graph mining and explainable AI
  16 Dec 2020 0 repositories listed
• Dependency Decomposition and a Reject Option for Explainable Models
  11 Dec 2020 0 repositories listed
• A Language-Based Approach to Fake News Detection Through Interpretable Features and BRNN
  1 Dec 2020 0 repositories listed
• Learning Explainable Interventions to Mitigate HIV Transmission in Sex Workers Across Five States in India
  30 Nov 2020 0 repositories listed
• Learning to learn generative programs with Memoised Wake-Sleep
  6 Jul 2020 0 repositories listed
• Context-based Automated Scoring of Complex Mathematical Responses
  1 Jul 2020 0 repositories listed
• Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning
  24 Jun 2020 0 repositories listed
• Retrieving and Highlighting Action with Spatiotemporal Reference
  19 May 2020 0 repositories listed
• The Pragmatic Turn in Explainable Artificial Intelligence (XAI)
  22 Feb 2020 0 repositories listed
• Explainable Machine Learning Control -- robust control and stability analysis
  23 Jan 2020 0 repositories listed
• AAAI FSS-19: Human-Centered AI: Trustworthiness of AI Models and Data Proceedings
  15 Jan 2020 0 repositories listed
• Fair-by-design explainable models for prediction of recidivism
  18 Sep 2019 0 repositories listed
• The Challenge of Imputation in Explainable Artificial Intelligence Models
  29 Jul 2019 0 repositories listed
• Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning
  15 May 2019 0 repositories listed
• Transformative Machine Learning
  8 Nov 2018 0 repositories listed
• Fair lending needs explainable models for responsible recommendation
  12 Sep 2018 0 repositories listed