conftrace_

compositional generalization

203 papers

Explore in graph

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

COVR: A Test-Bed for Visually Grounded Compositional Generalization with Real Images EMNLP 2021
Detecting Compositionally Out-of-Distribution Examples in Semantic Parsing EMNLP 2021
On Compositional Generalization of Neural Machine Translation IJCNLP 2021
The Role of Syntactic Planning in Compositional Image Captioning EACL 2021
Separating Skills and Concepts for Novel Visual Question Answering CVPR 2021
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning NIPS 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021
Retrieval, Analogy, and Composition: A framework for Compositional Generalization in Image Captioning EMNLP 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
Compositional Generalization via Semantic Tagging EMNLP 2021
Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? ACL 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021
*-CFQ: Analyzing the Scalability of Machine Learning on a Compositional Task AAAI 2021
Meta-Learning to Compositionally Generalize ACL 2021
Inducing Transformer’s Compositional Generalization Ability via Auxiliary Sequence Prediction Tasks EMNLP 2021
Sequence-to-Sequence Learning with Latent Neural Grammars NIPS 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets IJCNLP 2021
Meta-Learning to Compositionally Generalize IJCNLP 2021
Compositional Generalization for Neural Semantic Parsing via Span-level Supervised Attention NAACL 2021
Improving Compositional Generalization in Classification Tasks via Structure Annotations ACL 2021
On Compositional Generalization of Neural Machine Translation ACL 2021
Iterative Utterance Segmentation for Neural Semantic Parsing AAAI 2021
Span-based Semantic Parsing for Compositional Generalization ACL 2021
Can Transformers Jump Around Right in Natural Language? Assessing Performance Transfer from SCAN EMNLP 2021