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systematic generalization

55 papers

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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

Challenges in Generalization in Open Domain Question Answering NAACL 2022
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study ACL 2022
Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics AAAI 2022
Distinguishing rule and exemplar-based generalization in learning systems ICML 2022
LAGr: Label Aligned Graphs for Better Systematic Generalization in Semantic Parsing ACL 2022
Discrete-Valued Neural Communication NIPS 2021
Systematic Generalization with Edge Transformers NIPS 2021
Structured Reordering for Modeling Latent Alignments in Sequence Transduction NIPS 2021
Lexicon Learning for Few Shot Sequence Modeling IJCNLP 2021
Dynamic Inference with Neural Interpreters NIPS 2021
How to transfer algorithmic reasoning knowledge to learn new algorithms? NIPS 2021
Prioritized Level Replay ICML 2021
Lexicon Learning for Few Shot Sequence Modeling ACL 2021
How Modular should Neural Module Networks Be for Systematic Generalization? NIPS 2021
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding EMNLP 2021
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next? EMNLP 2021
Emergent Communication of Generalizations NIPS 2021
The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers EMNLP 2021
CURI: A Benchmark for Productive Concept Learning Under Uncertainty ICML 2021
Compositional Generalization via Neural-Symbolic Stack Machines NIPS 2020
Systematic Generalization on gSCAN with Language Conditioned Embedding AACL 2020
Compositional Generalization by Factorizing Alignment and Translation ACL 2020
Learning from Task Descriptions EMNLP 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding NIPS 2020
Learning to Execute Programs with Instruction Pointer Attention Graph Neural Networks NIPS 2020