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

ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities EACL 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks EMNLP 2023
Inductive Bias Is in the Eye of the Beholder EMNLP 2023
On Conditional and Compositional Language Model Differentiable Prompting IJCAI 2023
Data Factors for Better Compositional Generalization EMNLP 2023
Differentiable Tree Operations Promote Compositional Generalization ICML 2023
Structural generalization in COGS: Supertagging is (almost) all you need EMNLP 2023
Your Diffusion Model is Secretly a Zero-Shot Classifier ICCV 2023
Compositional Generalization in Spoken Language Understanding INTERSPEECH 2023
Making Transformers Solve Compositional Tasks ACL 2022
Testing Large Language Models on Compositionality and Inference with Phrase-Level Adjective-Noun Entailment COLING 2022
Equivariant Transduction through Invariant Alignment COLING 2022
SUBS: Subtree Substitution for Compositional Semantic Parsing NAACL 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation NAACL 2022
Compositional Generalization in Grounded Language Learning via Induced Model Sparsity NAACL 2022
Toward Compositional Generalization in Object-Oriented World Modeling ICML 2022
Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022
Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation EMNLP 2022
When Can Transformers Ground and Compose: Insights from Compositional Generalization Benchmarks EMNLP 2022
Structural generalization is hard for sequence-to-sequence models EMNLP 2022
CTL++: Evaluating Generalization on Never-Seen Compositional Patterns of Known Functions, and Compatibility of Neural Representations EMNLP 2022
Compositional generalization through abstract representations in human and artificial neural networks NIPS 2022
Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language NIPS 2022