Data Recombination for Neural Semantic Parsing

11 June 2016

Robin Jia

Papers citing "Data Recombination for Neural Semantic Parsing"

50 / 90 papers shown

Title
EzSQL: An SQL intermediate representation for improving SQL-to-text Generation Meher Bhardwaj Hrishikesh Ethari Dennis Singh Moirangthem AI4TS 77 0 0 28 Nov 2024
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 38 0 0 01 Oct 2024
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 40 2 0 20 Jul 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text Zhun Yang Adam Ishay Joohyung Lee LRM ELM 33 51 0 15 Jul 2023
Learning to Substitute Spans towards Improving Compositional Generalization Zhaoyi Li Ying Wei Defu Lian 10 9 0 05 Jun 2023
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency M. Crouse Ramón Fernández Astudillo Tahira Naseem Subhajit Chaudhury Pavan Kapanipathi Salim Roukos Alexander G. Gray OffRL 22 0 0 31 May 2023
UATTA-EB: Uncertainty-Aware Test-Time Augmented Ensemble of BERTs for Classifying Common Mental Illnesses on Social Media Posts Pratinav Seth Mihir Agarwal AI4MH 16 1 0 10 Apr 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 29 506 0 07 Mar 2023
STA: Self-controlled Text Augmentation for Improving Text Classifications Congcong Wang Gonzalo Fiz Pontiveros Steven Derby Tri Kurniawan Wijaya 38 3 0 24 Feb 2023
Lexicon-injected Semantic Parsing for Task-Oriented Dialog Xiaojun Meng Wenlin Dai Yasheng Wang Baojun Wang Zhiyong Wu Xin Jiang Qun Liu 11 2 0 26 Nov 2022
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 35 1 0 22 Nov 2022
Toward a Neural Semantic Parsing System for EHR Question Answering Sarvesh Soni Kirk Roberts 13 2 0 08 Nov 2022
CodePAD: Sequence-based Code Generation with Pushdown Automaton Yihong Dong Xue Jiang Yuchen Liu Ge Li Zhi Jin 20 6 0 02 Nov 2022
Knowledge Base Question Answering: A Semantic Parsing Perspective Yu Gu Vardaan Pahuja Gong Cheng Yu-Chuan Su 29 29 0 12 Sep 2022
Transformer with Tree-order Encoding for Neural Program Generation Klaudia Thellmann Bernhard Stadler Ricardo Usbeck Jens Lehmann 17 1 0 30 May 2022
QASem Parsing: Text-to-text Modeling of QA-based Semantics Ayal Klein Eran Hirsch Ron Eliav Valentina Pyatkin Avi Caciularu Ido Dagan 36 12 0 23 May 2022
TempLM: Distilling Language Models into Template-Based Generators Tianyi Zhang Mina Lee Lisa Li Ende Shen Tatsunori B. Hashimoto VLM 32 5 0 23 May 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding Le Zhang Zichao Yang Diyi Yang 31 24 0 12 May 2022
Few-shot Mining of Naturally Occurring Inputs and Outputs Mandar Joshi Terra Blevins M. Lewis Daniel S. Weld Luke Zettlemoyer 25 1 0 09 May 2022
SUBS: Subtree Substitution for Compositional Semantic Parsing Jingfeng Yang Le Zhang Diyi Yang 16 21 0 03 May 2022
A Survey on Artificial Intelligence for Source Code: A Dialogue Systems Perspective Erfan Al-Hossami Samira Shaikh 26 6 0 10 Feb 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
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 127 47 0 16 Oct 2021
On The Ingredients of an Effective Zero-shot Semantic Parser Pengcheng Yin John Wieting Avirup Sil Graham Neubig 47 15 0 15 Oct 2021
Memory-Based Semantic Parsing Parag Jain Mirella Lapata 32 9 0 07 Sep 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 19 31 0 07 Sep 2021
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization I. Oren Jonathan Herzig Jonathan Berant 22 31 0 06 Sep 2021
Sequence-to-Sequence Learning with Latent Neural Grammars Yoon Kim 33 40 0 02 Sep 2021
ShopTalk: A System for Conversational Faceted Search G. Manku James Lee-Thorp Bhargav Kanagal Joshua Ainslie Jingchen Feng ... Jim Rosswog Sumit Sanghai Michael Pohl Larry Adams D. Sivakumar 13 1 0 02 Sep 2021
Neural-Symbolic Solver for Math Word Problems with Auxiliary Tasks Jinghui Qin Xiaodan Liang Yining Hong Jianheng Tang Liang Lin AIMat AAML 22 56 0 03 Jul 2021
An Investigation of the (In)effectiveness of Counterfactually Augmented Data Nitish Joshi He He OODD 19 46 0 01 Jul 2021
Leveraging Language to Learn Program Abstractions and Search Heuristics Catherine Wong Kevin Ellis J. Tenenbaum Jacob Andreas 13 54 0 18 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Mohit Bansal Diyi Yang 26 172 0 14 Jun 2021
Meta-Learning to Compositionally Generalize Henry Conklin Bailin Wang Kenny Smith Ivan Titov OOD 26 73 0 08 Jun 2021
SeaD: End-to-end Text-to-SQL Generation with Schema-aware Denoising K. Xuan Yongbo Wang Yongliang Wang Zujie Wen Yang Dong VLM 25 52 0 17 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 37 799 0 07 May 2021
Iterative Utterance Segmentation for Neural Semantic Parsing Yinuo Guo Zeqi Lin Jian-Guang Lou Dongmei Zhang 30 3 0 13 Dec 2020
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
Compositional Generalization and Natural Language Variation: Can a Semantic Parsing Approach Handle Both? Peter Shaw Ming-Wei Chang Panupong Pasupat Kristina Toutanova CoGe 25 182 0 24 Oct 2020
On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries Tianze Shi Chen Zhao Jordan L. Boyd-Graber Hal Daumé Lillian Lee 24 78 0 21 Oct 2020
Improving Compositional Generalization in Semantic Parsing I. Oren Jonathan Herzig Nitish Gupta Matt Gardner Jonathan Berant 21 63 0 12 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 24 79 0 08 Oct 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing Xilun Chen Asish Ghoshal Yashar Mehdad Luke Zettlemoyer S. Gupta 22 89 0 07 Oct 2020
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing Tao Yu Chien-Sheng Wu Xi Victoria Lin Bailin Wang Y. Tan Xinyi Yang Dragomir R. Radev R. Socher Caiming Xiong LMTD 19 247 0 29 Sep 2020
Conversational Semantic Parsing Armen Aghajanyan Jean Maillard Akshat Shrivastava K. Diedrick Mike Haeger ... Yashar Mehdad Ves Stoyanov Anuj Kumar M. Lewis S. Gupta 11 48 0 28 Sep 2020
Grounded Adaptation for Zero-shot Executable Semantic Parsing Victor Zhong M. Lewis Sida I. Wang Luke Zettlemoyer 32 98 0 16 Sep 2020
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu Garima Lalwani Spandana Gella He He LRM 19 184 0 14 Jul 2020
A Systematic Survey on Deep Generative Models for Graph Generation Xiaojie Guo Liang Zhao MedIm 38 146 0 13 Jul 2020
A Generative Model for Joint Natural Language Understanding and Generation Bo-Hsiang Tseng Jianpeng Cheng Yimai Fang David Vandyke 19 22 0 12 Jun 2020
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing Ruisheng Cao Su Zhu Chenyu Yang Chen Liu Rao Ma Yanbin Zhao Lu Chen Kai Yu 25 46 0 27 May 2020