conftrace_

compositional generalization

233 papers

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Also known as

COMP-GEN CG

Co-occurring keywords · papers mentioning both

semantic parsing (50) neural network (22) large language model (17) representation learning (17) few-shot learning (15) sequence-to-sequence model (13) in-context learning (13) visual question answering (13) transfer learning (13) out-of-distribution generalization (12)

Papers

Do Neural Language Models Inferentially Compose Concepts the Way Humans Can? COLING 2024 Efficient Data Collection for Robotic Manipulation via Compositional Generalization RSS 2024 EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ACL 2024 Entity-Centric Reinforcement Learning for Object Manipulation from Pixels ICLR 2024 Evaluating Structural Generalization in Neural Machine Translation ACL 2024 ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis ICLR 2024 Exploring Compositional Generalization of Large Language Models NAACL 2024 Gaining More Insight into Neural Semantic Parsing with Challenging Benchmarks COLING 2024 Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024 How Diffusion Models Learn to Factorize and Compose NeurIPS 2024 How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad NeurIPS 2024 In-Context Compositional Generalization for Large Vision-Language Models EMNLP 2024 Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings ACL 2024 Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don’t mimic the full human distribution EMNLP 2024 Language-guided World Models: A Model-based Approach to AI Control ACL 2024 Layer-Wise Representation Fusion for Compositional Generalization AAAI 2024 Neurosymbolic Grounding for Compositional World Models ICLR 2024 Provable Compositional Generalization for Object-Centric Learning ICLR 2024 Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NeurIPS 2024 Sequential Compositional Generalization in Multimodal Models NAACL 2024 Simple and effective data augmentation for compositional generalization NAACL 2024 Skills-in-Context: Unlocking Compositionality in Large Language Models EMNLP 2024 SPOR: A Comprehensive and Practical Evaluation Method for Compositional Generalization in Data-to-Text Generation ACL 2024 The Impact of Depth on Compositional Generalization in Transformer Language Models NAACL 2024 The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024