RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing

RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing

21 September 2021

Vivek Gupta

Akshat Shrivastava

Armen Aghajanyan

Papers citing "RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing"

13 / 13 papers shown

Title
Automatic Combination of Sample Selection Strategies for Few-Shot Learning Branislav Pecher Ivan Srba M. Bieliková Joaquin Vanschoren 34 1 0 05 Feb 2024
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing Shufan Wang Sébastien Jean Sailik Sengupta James Gung Nikolaos Pappas Yi Zhang 31 6 0 24 May 2023
Evaluating Inter-Bilingual Semantic Parsing for Indian Languages Divyanshu Aggarwal V. Gupta Anoop Kunchukuttan 38 3 0 25 Apr 2023
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Abhijeet Awasthi Soumen Chakrabarti Sunita Sarawagi 30 5 0 10 Jan 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 31 13 0 03 Jan 2023
Diverse Demonstrations Improve In-context Compositional Generalization Itay Levy Ben Bogin Jonathan Berant 27 128 0 13 Dec 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 42 2 0 11 Nov 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Abhijeet Awasthi Ashutosh Sathe Sunita Sarawagi 41 4 0 29 Oct 2022
You can't pick your neighbors, or can you? When and how to rely on retrieval in the $k$ NN-LM Andrew Drozdov Shufan Wang Razieh Rahimi Andrew McCallum Hamed Zamani Mohit Iyyer RALM 119 17 0 28 Oct 2022
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 34 6 0 04 Oct 2022
Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing Yury Zemlyanskiy Michiel de Jong Joshua Ainslie Panupong Pasupat Peter Shaw Linlu Qiu Sumit Sanghai Fei Sha RALM 133 17 0 29 Sep 2022
Retrieve-and-Fill for Scenario-based Task-Oriented Semantic Parsing Akshat Shrivastava Shrey Desai Anchit Gupta A. Elkahky Aleksandr Livshits Alexander Zotov Ahmed Aly 135 6 0 02 Feb 2022
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 132 47 0 16 Oct 2021