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

Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NIPS 2024
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings ACL 2024
Language-guided World Models: A Model-based Approach to AI Control ACL 2024
In-Context Compositional Generalization for Large Vision-Language Models EMNLP 2024
Towards Equipping Transformer with the Ability of Systematic Compositionality AAAI 2024
Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ACL 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024
Sequential Compositional Generalization in Multimodal Models NAACL 2024
Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024
ComCLIP: Training-Free Compositional Image and Text Matching NAACL 2024
Simple and effective data augmentation for compositional generalization NAACL 2024
SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation ACL 2024
Exploring Compositional Generalization of Large Language Models NAACL 2024
Compositional Generalization for Multi-Label Text Classification: A Data-Augmentation Approach AAAI 2024
Compositional Structured Explanation Generation with Dynamic Modularized Reasoning NAACL 2024
Evaluating Structural Generalization in Neural Machine Translation ACL 2024
Benchmarking and Improving Compositional Generalization of Multi-aspect Controllable Text Generation ACL 2024
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad NIPS 2024
Compositional Video Understanding with Spatiotemporal Structure-based Transformers CVPR 2024
Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks COLING 2024
Towards Understanding the Relationship between In-context Learning and Compositional Generalization COLING 2024
How Diffusion Models Learn to Factorize and Compose NIPS 2024