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

Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings ACL 2024
Compositional Generalization with Grounded Language Models ACL 2024
How Far Can Transformers Reason? The Globality Barrier and Inductive Scratchpad NIPS 2024
How Diffusion Models Learn to Factorize and Compose NIPS 2024
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning EMNLP 2024
Attribute Diversity Determines the Systematicity Gap in VQA EMNLP 2024
GQG: Generalized Quantifier Generalization - A Dataset for Evaluating Quantifier Semantics Understanding in Language Models EMNLP 2023
Syntax-Guided Transformers: Elevating Compositional Generalization and Grounding in Multimodal Environments EMNLP 2023
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization EMNLP 2023
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023
SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023
mSCAN: A Dataset for Multilingual Compositional Generalisation Evaluation EMNLP 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers EMNLP 2023
Compositional Generalization for Data-to-Text Generation EMNLP 2023
On Conditional and Compositional Language Model Differentiable Prompting IJCAI 2023
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning ACL 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
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing ACL 2023
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023
Improving Generalization in Language Model-based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-based Techniques ACL 2023
Compositional Generalization without Trees using Multiset Tagging and Latent Permutations ACL 2023
Diverse Demonstrations Improve In-context Compositional Generalization ACL 2023
How Do In-Context Examples Affect Compositional Generalization? ACL 2023
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations ACL 2023