SUBS: Subtree Substitution for Compositional Semantic Parsing

SUBS: Subtree Substitution for Compositional Semantic Parsing

3 May 2022

Diyi Yang

Papers citing "SUBS: Subtree Substitution for Compositional Semantic Parsing"

18 / 18 papers shown

Title
Learning to Substitute Components for Compositional Generalization Z. Li Gangwei Jiang Chenwang Wu Ying Wei Defu Lian Enhong Chen 57 0 0 28 Feb 2025
Data Distributional Properties As Inductive Bias for Systematic Generalization Felipe del-Rio Alain Raymond-Sáez Daniel Florea Rodrigo Toro Icarte Julio Hurtado Cristian B. Calderon Á. Soto AI4CE 33 0 0 27 Feb 2025
Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations Matthias Lindemann Alexander Koller Ivan Titov AI4CE NAI 25 2 0 05 Jul 2024
Structural generalization in COGS: Supertagging is (almost) all you need Alban Petit Caio Corro François Yvon NAI 32 1 0 21 Oct 2023
Efficient Model-Agnostic Multi-Group Equivariant Networks Razan Baltaji Sourya Basu L. Varshney 32 1 0 14 Oct 2023
Layer-wise Representation Fusion for Compositional Generalization Yafang Zheng Lei Lin Shantao Liu Binling Wang Zhaohong Lai Wenhao Rao Biao Fu Yidong Chen Xiaodon Shi AI4CE 32 2 0 20 Jul 2023
Learning to Substitute Spans towards Improving Compositional Generalization Zhaoyi Li Ying Wei Defu Lian 10 9 0 05 Jun 2023
Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization Lei Lin Shuangtao Li Yafang Zheng Biao Fu Shantao Liu Yidong Chen Xiaodon Shi CoGe 23 2 0 20 May 2023
On graph-based reentrancy-free semantic parsing Alban Petit Caio Corro GNN 19 3 0 15 Feb 2023
On the Security Vulnerabilities of Text-to-SQL Models Xutan Peng Yipeng Zhang Jingfeng Yang Mark Stevenson SILM 23 10 0 28 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 27 1 0 22 Nov 2022
Hierarchical Phrase-based Sequence-to-Sequence Learning Bailin Wang Ivan Titov Jacob Andreas Yoon Kim 24 7 0 15 Nov 2022
Translate First Reorder Later: Leveraging Monotonicity in Semantic Parsing Francesco Cazzaro Davide Locatelli A. Quattoni X. Carreras 24 4 0 10 Oct 2022
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing Linlu Qiu Peter Shaw Panupong Pasupat Tianze Shi Jonathan Herzig Emily Pitler Fei Sha Kristina Toutanova AI4CE LRM 25 52 0 24 May 2022
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models Jingfeng Yang Haoming Jiang Qingyu Yin Danqing Zhang Bing Yin Diyi Yang 40 47 0 15 May 2022
Substructure Substitution: Structured Data Augmentation for NLP Freda Shi Karen Livescu Kevin Gimpel 190 41 0 02 Jan 2021
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 254 1,896 0 10 Jan 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,924 0 17 Aug 2015