compositional reasoning

CURI: A Benchmark for Productive Concept Learning Under Uncertainty ICML 2021 Dynamic Inference with Neural Interpreters NeurIPS 2021 Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text EMNLP 2021 Learning Associative Inference Using Fast Weight Memory ICLR 2021 On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings EMNLP 2021 Benefits of Intermediate Annotations in Reading Comprehension ACL 2020 Cops-Ref: A New Dataset and Task on Compositional Referring Expression Comprehension CVPR 2020 Learning Compositional Rules via Neural Program Synthesis NeurIPS 2020 Obtaining Faithful Interpretations from Compositional Neural Networks ACL 2020 Probing for Multilingual Numerical Understanding in Transformer-Based Language Models EMNLP 2020 A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019 ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters NAACL 2019 Cascaded Mutual Modulation for Visual Reasoning EMNLP 2018 CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning CVPR 2017 The Promise of Premise: Harnessing Question Premises in Visual Question Answering EMNLP 2017 Neural Module Networks CVPR 2016