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Systematic Generalization

Papers archive 2025-07-28

archive papers tagged: 126 · with a code link: 77 · where Syntology ran a sample: 36 (33 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (36 of 126 tagged: 33 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 2: papers 101 to 126 of 126, 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.

• Achieving and Understanding Out-of-Distribution Generalization in Systematic Reasoning in Small-Scale Transformers
  7 Oct 2022 0 repositories listed
• Neural-Symbolic Recursive Machine for Systematic Generalization
  4 Oct 2022 0 repositories listed
• Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks
  2 Oct 2022 0 repositories listed
• Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention
  1 Jul 2022 0 repositories listed
• EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering
  29 Jun 2022 0 repositories listed
• Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization
  14 Feb 2022 0 repositories listed
• Learning Algebraic Representation for Systematic Generalization in Abstract Reasoning
  25 Nov 2021 0 repositories listed
• LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing
  16 Nov 2021 0 repositories listed
• Challenges in Generalization in Open Domain Question Answering
  16 Oct 2021 0 repositories listed
• Dynamic Inference with Neural Interpreters
  12 Oct 2021 0 repositories listed
• Learning Adaptive Control Flow in Transformers for Improved Systematic Generalization
  8 Oct 2021 0 repositories listed
• Adaptive Control Flow in Transformers Improves Systematic Generalization
  29 Sep 2021 0 repositories listed
• Illiterate DALL·E Learns to Compose
  29 Sep 2021 0 repositories listed
• The Role of Learning Regime, Architecture and Dataset Structure on Systematic Generalization in Simple Neural Networks
  29 Sep 2021 0 repositories listed
• Systematic human learning and generalization from a brief tutorial with explanatory feedback
  10 Jul 2021 0 repositories listed
• Discrete-Valued Neural Communication
  6 Jul 2021 0 repositories listed
• Iterated learning for emergent systematicity in VQA
  3 May 2021 0 repositories listed
• A Minimalist Dataset for Systematic Generalization of Perception, Syntax, and Semantics
  2 Mar 2021 0 repositories listed
• Generative Scene Graph Networks
  1 Jan 2021 0 repositories listed
• Learning Algebraic Representation for Abstract Spatial-Temporal Reasoning
  1 Jan 2021 0 repositories listed
• Inductive Biases for Deep Learning of Higher-Level Cognition
  30 Nov 2020 0 repositories listed
• Compositional Generalization by Factorizing Alignment and Translation
  1 Jul 2020 0 repositories listed
• Compositionality and Capacity in Emergent Languages
  1 Jul 2020 0 repositories listed
• A Generalised Linear Model Framework for β-Variational Autoencoders based on Exponential Dispersion Families
  11 Jun 2020 0 repositories listed
• A Perspective on Objects and Systematic Generalization in Model-Based RL
  3 Jun 2019 0 repositories listed
• Linguistic generalization and compositionality in modern artificial neural networks
  30 Mar 2019 0 repositories listed