conftrace_

systematic generalization

55 papers

Explore in graph

Also known as

SG

Co-occurring keywords

compositional generalization (203) neural network (6616) semantic parsing (960) representation learning (6206) sequence-to-sequence model (553) grounded language (33) graph neural network (3962) inductive bia (272) few-shot learning (3398) object-centric representation (47)

Papers

Systematic Generalization in Language Models Scales with Information Entropy ACL 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization CVPR 2025
RewriteNets: End-to-End Trainable String-Rewriting for Generative Sequence Modeling IJCNLP 2025
What Makes Models Compositional? A Theoretical View IJCAI 2024
Grokking of Implicit Reasoning in Transformers: A Mechanistic Journey to the Edge of Generalization NIPS 2024
Discrete Dictionary-based Decomposition Layer for Structured Representation Learning NIPS 2024
Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024
SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation ACL 2024
Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023
Inductive Bias Is in the Eye of the Beholder EMNLP 2023
Systematic Generalization by Finetuning? Analyzing Pretrained Language Models Using Constituency Tests EMNLP 2023
Provably Efficient Causal Model-Based Reinforcement Learning for Systematic Generalization AAAI 2023
An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning ICML 2023
Systematic Visual Reasoning through Object-Centric Relational Abstraction NIPS 2023
Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts NIPS 2023
Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality EMNLP 2023
Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models NIPS 2023
Distinguishing rule and exemplar-based generalization in learning systems ICML 2022
Generalization and Robustness Implications in Object-Centric Learning ICML 2022
Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022
A Primer for Neural Arithmetic Logic Modules JMLR 2022
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study ACL 2022
Revisit Systematic Generalization via Meaningful Learning EMNLP 2022
Systematicity Emerges in Transformers when Abstract Grammatical Roles Guide Attention NAACL 2022