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

Categorizing Semantic Representations for Neural Machine Translation COLING 2022
Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment NAACL 2022
Compositional generalization with a broad-coverage semantic parser NAACL 2022
Compositional Generalization for Kinship Prediction through Data Augmentation NAACL 2022
Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022
The Paradox of the Compositionality of Natural Language: A Neural Machine Translation Case Study ACL 2022
Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022
Combine to Describe: Evaluating Compositional Generalization in Image Captioning ACL 2022
Hey AI, Can You Solve Complex Tasks by Talking to Agents? ACL 2022
Unobserved Local Structures Make Compositional Generalization Hard EMNLP 2022
Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing EMNLP 2022
On the Compositional Generalization Gap of In-Context Learning EMNLP 2022
Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation EMNLP 2022
Mutual Exclusivity Training and Primitive Augmentation to Induce Compositionality EMNLP 2022
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems EMNLP 2022
A Minimal Model for Compositional Generalization on gSCAN EMNLP 2022
Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 2022
Compositional Generalization in Dependency Parsing ACL 2022
Towards Compositional Generalization in Code Search EMNLP 2022
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NIPS 2022
Challenges in Generalization in Open Domain Question Answering NAACL 2022
Dyna-bAbI: unlocking bAbI’s potential with dynamic synthetic benchmarking NAACL 2022
Span-based Semantic Parsing for Compositional Generalization IJCNLP 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? IJCNLP 2021