Compositional Generalization in Spoken Language Understanding

Compositional Generalization in Spoken Language Understanding

25 December 2023

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Papers citing "Compositional Generalization in Spoken Language Understanding"

19 / 19 papers shown

Title
Making Transformers Solve Compositional Tasks Santiago Ontañón Joshua Ainslie Vaclav Cvicek Zachary Kenneth Fisher 102 74 0 09 Aug 2021
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 78 187 0 24 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 74 81 0 08 Oct 2020
Think before you act: A simple baseline for compositional generalization C. Heinze-Deml Diane Bouchacourt CoGe 65 16 0 29 Sep 2020
Span-based Semantic Parsing for Compositional Generalization Jonathan Herzig Jonathan Berant ReLM LRM 63 102 0 13 Sep 2020
Systematic Generalization on gSCAN with Language Conditioned Embedding Tong Gao Qi Huang Raymond J. Mooney 55 22 0 11 Sep 2020
Compositional Generalization via Neural-Symbolic Stack Machines Xinyun Chen Chen Liang Adams Wei Yu Basel Alomair Denny Zhou BDL 65 101 0 15 Aug 2020
Compositional Networks Enable Systematic Generalization for Grounded Language Understanding Yen-Ling Kuo Boris Katz Andrei Barbu 78 22 0 06 Aug 2020
DeBERTa: Decoding-enhanced BERT with Disentangled Attention Pengcheng He Xiaodong Liu Jianfeng Gao Weizhu Chen AAML 167 2,754 0 05 Jun 2020
Learning Compositional Rules via Neural Program Synthesis Maxwell Nye Armando Solar-Lezama J. Tenenbaum Brenden M. Lake NAI LRM 79 119 0 12 Mar 2020
Iterative Delexicalization for Improved Spoken Language Understanding Avik Ray Yilin Shen Hongxia Jin 52 7 0 15 Oct 2019
Environmental drivers of systematicity and generalization in a situated agent Felix Hill Andrew Kyle Lampinen R. Schneider S. Clark M. Botvinick James L. McClelland Adam Santoro OOD 99 107 0 01 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 692 24,557 0 26 Jul 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,451 0 19 Jun 2019
Compositional generalization through meta sequence-to-sequence learning Brenden M. Lake CoGe 90 199 0 12 Jun 2019
Good-Enough Compositional Data Augmentation Jacob Andreas 71 234 0 21 Apr 2019
BERT for Joint Intent Classification and Slot Filling Qian Chen Zhu Zhuo Wen Wang VLM 97 557 0 28 Feb 2019
A Bi-model based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling Yu Wang Yilin Shen Hongxia Jin 42 198 0 26 Dec 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 118 827 0 25 May 2018

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