On The Ingredients of an Effective Zero-shot Semantic Parser

On The Ingredients of an Effective Zero-shot Semantic Parser

15 October 2021

Graham Neubig

Papers citing "On The Ingredients of an Effective Zero-shot Semantic Parser"

14 / 14 papers shown

Title
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 38 0 0 01 Oct 2024
Grounding Data Science Code Generation with Input-Output Specifications Yeming Wen Pengcheng Yin Kensen Shi Henryk Michalewski Swarat Chaudhuri A. Polozov SyDa 37 10 0 12 Feb 2024
Towards Zero-Shot Frame Semantic Parsing with Task Agnostic Ontologies and Simple Labels D. Ribeiro Omid Abdar Jack Goetz Mike Ross Annie Dong Ken Forbus A. Mohamed 20 2 0 05 May 2023
Data-Efficient Learning of Natural Language to Linear Temporal Logic Translators for Robot Task Specification Jiayi Pan Glen Chou Dmitry Berenson 21 35 0 09 Mar 2023
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge Longxu Dou Yan Gao Xuqi Liu Mingyang Pan Dingzirui Wang Wanxiang Che Dechen Zhan Min-Yen Kan Jian-Guang Lou 21 13 0 03 Jan 2023
Unveiling the Black Box of PLMs with Semantic Anchors: Towards Interpretable Neural Semantic Parsing L. Nie Jiu Sun Yanlin Wang Lun Du Lei Hou Juanzi Li Shi Han Dongmei Zhang Jidong Zhai 29 6 0 04 Oct 2022
GraphQ IR: Unifying the Semantic Parsing of Graph Query Languages with One Intermediate Representation L. Nie S. Cao Jiaxin Shi Jiu Sun Qingwen Tian Lei Hou Juanzi Li Jidong Zhai GNN 52 20 0 24 May 2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation Kevin Yang Olivia Deng Charles C. Chen Richard Shin Subhro Roy Benjamin Van Durme 43 10 0 18 May 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
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 292 198 0 18 Apr 2021
Task-Oriented Dialogue as Dataflow Synthesis Semantic Machines Jacob Andreas J. Bufe David Burkett Charles C. Chen ... Izabela Witoszko Jason Wolfe A. Wray Yuchen Zhang Alexander Zotov AIFin 195 153 0 24 Sep 2020
Speaker-Follower Models for Vision-and-Language Navigation Daniel Fried Ronghang Hu Volkan Cirik Anna Rohrbach Jacob Andreas Louis-Philippe Morency Taylor Berg-Kirkpatrick Kate Saenko Dan Klein Trevor Darrell LM&Ro LRM 257 496 0 07 Jun 2018
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,923 0 17 Aug 2015