Controllable Semantic Parsing via Retrieval Augmentation

16 October 2021

Yuan Zhang

Papers citing "Controllable Semantic Parsing via Retrieval Augmentation"

37 / 37 papers shown

Title
VRSD: Rethinking Similarity and Diversity for Retrieval in Large Language Models Hang Gao Yongfeng Zhang 43 2 0 05 Jul 2024
Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation Zhenhua Liu Tong Zhu Jianxiang Xiang Wenliang Chen 38 2 0 30 Mar 2024
RATSF: Empowering Customer Service Volume Management through Retrieval-Augmented Time-Series Forecasting Tianfeng Wang Gaojie Cui AI4TS 42 0 0 07 Mar 2024
Automatic Combination of Sample Selection Strategies for Few-Shot Learning Branislav Pecher Ivan Srba M. Bieliková Joaquin Vanschoren 34 1 0 05 Feb 2024
Retrieval Augmented End-to-End Spoken Dialog Models Mingqiu Wang Izhak Shafran H. Soltau Wei Han Yuan Cao Dian Yu Laurent El Shafey RALM AuLLM 22 11 0 02 Feb 2024
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking Brendan King Jeffrey Flanigan 19 11 0 04 Jul 2023
Speech-to-Text Adapter and Speech-to-Entity Retriever Augmented LLMs for Speech Understanding Mingqiu Wang Izhak Shafran H. Soltau Wei Han Yuan Cao Dian Yu Laurent El Shafey RALM AuLLM 13 9 0 08 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 16 32 0 05 Jun 2023
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
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 23 1 0 24 May 2023
Generating Data for Symbolic Language with Large Language Models Jiacheng Ye Chengzu Li Lingpeng Kong Tao Yu 28 10 0 23 May 2023
Improved Compositional Generalization by Generating Demonstrations for Meta-Learning Sam Spilsbury Alexander Ilin 42 1 0 22 May 2023
Retrieval-Augmented Classification with Decoupled Representation Xinnian Liang Shuangzhi Wu Hui Huang Jiaqi Bai Chao Bian Zhoujun Li 21 0 0 23 Mar 2023
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs Rahul Goel Bridger Waleed Ammar Aditya Gupta Siddharth Vashishtha Motoki Sano ... A. Trukhina Shachi Paul Pararth Shah Rushin Shah Zhou Yu 8 15 0 15 Mar 2023
X-TRA: Improving Chest X-ray Tasks with Cross-Modal Retrieval Augmentation Tom van Sonsbeek M. Worring 15 12 0 22 Feb 2023
Structured Case-based Reasoning for Inference-time Adaptation of Text-to-SQL parsers Abhijeet Awasthi Soumen Chakrabarti Sunita Sarawagi 25 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 26 13 0 03 Jan 2023
Diverse Demonstrations Improve In-context Compositional Generalization Itay Levy Ben Bogin Jonathan Berant 27 128 0 13 Dec 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 45 101 0 15 Nov 2022
DocuT5: Seq2seq SQL Generation with Table Documentation E. Soare Iain Mackie Jeffrey Stephen Dalton LMTD 36 2 0 11 Nov 2022
Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers Abhijeet Awasthi Ashutosh Sathe Sunita Sarawagi 33 4 0 29 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 20 42 0 25 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 76 72 0 22 Oct 2022
Knowledge-grounded Dialog State Tracking Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau BDL 43 3 0 13 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 128 17 0 29 Sep 2022
DocPrompting: Generating Code by Retrieving the Docs Shuyan Zhou Uri Alon Frank F. Xu Zhiruo Wang Zhengbao Jiang Graham Neubig LLMAG 22 129 0 13 Jul 2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing Subhro Roy Sam Thomson Tongfei Chen Richard Shin Adam Pauls Jason Eisner Benjamin Van Durme ALM 30 12 0 21 Jun 2022
Retrieval-Enhanced Machine Learning Hamed Zamani Fernando Diaz Mostafa Dehghani Donald Metzler Michael Bendersky 19 49 0 02 May 2022
In-Context Learning for Few-Shot Dialogue State Tracking Yushi Hu Chia-Hsuan Lee Tianbao Xie Tao Yu Noah A. Smith Mari Ostendorf BDL 14 59 0 16 Mar 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 130 6 0 02 Feb 2022
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models Tianbao Xie Chen Henry Wu Peng Shi Ruiqi Zhong Torsten Scholak ... Lingpeng Kong Rui Zhang Noah A. Smith Luke Zettlemoyer Tao Yu LMTD 28 297 0 16 Jan 2022
Few-Shot Semantic Parsing with Language Models Trained On Code Richard Shin Benjamin Van Durme 17 64 0 16 Dec 2021
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 14 666 0 16 Dec 2021
RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing Vivek Gupta Akshat Shrivastava Adithya Sagar Armen Aghajanyan Denis Savenkov RALM 32 21 0 21 Sep 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Retrieval-Based Neural Code Generation Shirley Anugrah Hayati R. Olivier Pravalika Avvaru Pengcheng Yin A. Tomasic Graham Neubig 134 110 0 29 Aug 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 332 11,684 0 09 Mar 2017