Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization

6 September 2021

Papers citing "Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization"

26 / 26 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
Differentially Private Non Parametric Copulas: Generating synthetic data with non parametric copulas under privacy guarantees Pablo A. Osorio-Marulanda John Esteban Castro Ramirez Mikel Hernández Jiménez Nicolas Moreno Reyes Gorka Epelde Unanue SyDa 18 1 0 27 Sep 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions Shicheng Liu Sina J. Semnani Harold Triedman Jialiang Xu Isaac Dan Zhao Monica S. Lam 35 6 0 16 Jul 2024
Learning to Retrieve Iteratively for In-Context Learning Yunmo Chen Tongfei Chen Harsh Jhamtani Patrick Xia Richard Shin Jason Eisner Benjamin Van Durme RALM 42 5 0 20 Jun 2024
A Study on Training and Developing Large Language Models for Behavior Tree Generation Fu Li Xueying Wang Bin Li Yunlong Wu Yanzhen Wang Xiaodong Yi 14 4 0 16 Jan 2024
Leveraging Code to Improve In-context Learning for Semantic Parsing Ben Bogin Shivanshu Gupta Peter Clark Ashish Sabharwal 26 7 0 16 Nov 2023
Attribute Diversity Determines the Systematicity Gap in VQA Ian Berlot-Attwell Kumar Krishna Agrawal A. M. Carrell Yash Sharma Naomi Saphra 29 1 0 15 Nov 2023
The Validity of Evaluation Results: Assessing Concurrence Across Compositionality Benchmarks Kaiser Sun Adina Williams Dieuwke Hupkes CoGe 16 6 0 26 Oct 2023
ExeDec: Execution Decomposition for Compositional Generalization in Neural Program Synthesis Kensen Shi Joey Hong Yinlin Deng Pengcheng Yin Manzil Zaheer Charles Sutton 23 17 0 26 Jul 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 43 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
Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection Farhan Samir Miikka Silfverberg 20 3 0 23 May 2023
How Do In-Context Examples Affect Compositional Generalization? Shengnan An Zeqi Lin Qiang Fu B. Chen Nanning Zheng Jian-Guang Lou Dongmei Zhang 34 49 0 08 May 2023
Active Learning for Multilingual Semantic Parser Zhuang Li Gholamreza Haffari 11 5 0 30 Jan 2023
Diverse Demonstrations Improve In-context Compositional Generalization Itay Levy Ben Bogin Jonathan Berant 27 128 0 13 Dec 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 38 1 0 22 Nov 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 114 93 0 06 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
Compositional Generalization and Decomposition in Neural Program Synthesis Kensen Shi Joey Hong Manzil Zaheer Pengcheng Yin Charles Sutton 32 5 0 07 Apr 2022
Paraphrasing Techniques for Maritime QA system Fatemeh Shiri Terry Yue Zhuo Zhuang Li Van Nguyen Shirui Pan Weiqing Wang Gholamreza Haffari Yuan-Fang Li 15 12 0 21 Mar 2022
Structurally Diverse Sampling for Sample-Efficient Training and Comprehensive Evaluation Shivanshu Gupta Sameer Singh Matt Gardner 45 7 0 16 Mar 2022
Unobserved Local Structures Make Compositional Generalization Hard Ben Bogin Shivanshu Gupta Jonathan Berant CoGe 25 33 0 15 Jan 2022
Improving Compositional Generalization with Latent Structure and Data Augmentation Linlu Qiu Peter Shaw Panupong Pasupat Pawel Krzysztof Nowak Tal Linzen Fei Sha Kristina Toutanova CoGe 23 57 0 14 Dec 2021
Dyna-bAbI: unlocking bAbI's potential with dynamic synthetic benchmarking Ronen Tamari Kyle Richardson Aviad Sar-Shalom Noam Kahlon Nelson F. Liu Reut Tsarfaty Dafna Shahaf 37 5 0 30 Nov 2021
Learning to Generalize Compositionally by Transferring Across Semantic Parsing Tasks Wang Zhu Peter Shaw Tal Linzen Fei Sha 32 7 0 09 Nov 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization Yinuo Guo Hualei Zhu Zeqi Lin Bei Chen Jian-Guang Lou Dongmei Zhang BDL 182 26 0 08 Dec 2020