conftrace_

compositional generalization

203 papers

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Also known as

COMP-GEN CG

Co-occurring keywords

semantic parsing (960) neural network (6616) few-shot learning (3398) large language model (13587) sequence-to-sequence model (553) out-of-distribution generalization (408) in-context learning (1405) representation learning (6206) visual question answering (1017) transfer learning (5449)

Papers

Compositional Abilities Emerge Multiplicatively: Exploring Diffusion Models on a Synthetic Task NIPS 2023
Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning NIPS 2023
Data Factors for Better Compositional Generalization EMNLP 2023
Inductive Bias Is in the Eye of the Beholder EMNLP 2023
Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing ACL 2023
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning ACL 2023
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models AAAI 2023
Learning to Substitute Spans towards Improving Compositional Generalization ACL 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities EACL 2023
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing EACL 2023
On the Compositional Generalization in Versatile Open-domain Dialogue ACL 2023
Energy-based Models are Zero-Shot Planners for Compositional Scene Rearrangement RSS 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks CONLL 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning ACL 2023
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NIPS 2023
Does Visual Pretraining Help End-to-End Reasoning? NIPS 2023
Differentiable Tree Operations Promote Compositional Generalization ICML 2023
Compositional Generalisation with Structured Reordering and Fertility Layers EACL 2023
Compositional Generalization from First Principles NIPS 2023
VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023
Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language CVPR 2023