LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing

14 October 2021

Papers citing "LAGr: Labeling Aligned Graphs for Improving Systematic Generalization in Semantic Parsing"

24 / 24 papers shown

Title
The Devil is in the Detail: Simple Tricks Improve Systematic Generalization of Transformers Róbert Csordás Kazuki Irie Jürgen Schmidhuber ViT 45 131 0 26 Aug 2021
Making Transformers Solve Compositional Tasks Santiago Ontañón Joshua Ainslie Vaclav Cvicek Zachary Kenneth Fisher 72 70 0 09 Aug 2021
Learning Algebraic Recombination for Compositional Generalization Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian-Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang CoGe 206 36 0 14 Jul 2021
Meta-Learning to Compositionally Generalize Henry Conklin Bailin Wang Kenny Smith Ivan Titov OOD 65 74 0 08 Jun 2021
Structured Reordering for Modeling Latent Alignments in Sequence Transduction Bailin Wang Mirella Lapata Ivan Titov BDL 34 20 0 06 Jun 2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations Jonathan Herzig Peter Shaw Ming-Wei Chang Kelvin Guu Panupong Pasupat Yuan Zhang AI4CE 41 67 0 15 Apr 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 54 184 0 24 Oct 2020
Compositional Generalization via Semantic Tagging Hao Zheng Mirella Lapata 26 34 0 22 Oct 2020
Hierarchical Poset Decoding for Compositional Generalization in Language Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang AI4CE 87 31 0 15 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 32 276 0 12 Oct 2020
Span-based Semantic Parsing for Compositional Generalization Jonathan Herzig Jonathan Berant ReLM LRM 32 102 0 13 Sep 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 56 114 0 17 Jul 2020
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Daniel Keysers Nathanael Scharli Nathan Scales Hylke Buisman Daniel Furrer ... Tibor Tihon Dmitry Tsarkov Tianlin Li Marc van Zee Olivier Bousquet CoGe 50 350 0 20 Dec 2019
CLOSURE: Assessing Systematic Generalization of CLEVR Models Dzmitry Bahdanau H. D. Vries Timothy J. O'Donnell Shikhar Murty Philippe Beaudoin Yoshua Bengio Aaron Courville NAI 31 90 0 12 Dec 2019
Improving Text-to-SQL Evaluation Methodology Catherine Finegan-Dollak Jonathan K. Kummerfeld Li Zhang Karthik Ramanathan Sesh Sadasivam Rui Zhang Dragomir R. Radev 65 279 0 23 Jun 2018
AMR Parsing as Graph Prediction with Latent Alignment Chunchuan Lyu Ivan Titov GNN BDL 32 127 0 14 May 2018
Coarse-to-Fine Decoding for Neural Semantic Parsing Li Dong Mirella Lapata NAI 39 393 0 12 May 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 331 129,831 0 12 Jun 2017
Deep Biaffine Attention for Neural Dependency Parsing Timothy Dozat Christopher D. Manning 90 1,220 0 06 Nov 2016
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations E. Kiperwasser Yoav Goldberg 47 665 0 14 Mar 2016
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 124 18,534 0 06 Feb 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 257 20,467 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 348 27,205 0 01 Sep 2014
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars Luke S. Zettlemoyer M. Collins 85 973 0 04 Jul 2012