Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL

25 May 2022

Ruiqi Zhong

Papers citing "Non-Programmers Can Label Programs Indirectly via Active Examples: A Case Study with Text-to-SQL"

32 / 32 papers shown

Title
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts Helia Hashemi J. Eisner Corby Rosset Benjamin Van Durme Chris Kedzie 100 3 0 03 Jan 2025
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 129 1,710 0 09 Feb 2023
Constitutional AI: Harmlessness from AI Feedback Yuntao Bai Saurav Kadavath Sandipan Kundu Amanda Askell John Kernion ... Dario Amodei Nicholas Joseph Sam McCandlish Tom B. Brown Jared Kaplan SyDa MoMe 168 1,603 0 15 Dec 2022
Interactive Code Generation via Test-Driven User-Intent Formalization Shuvendu K. Lahiri Sarah Fakhoury Aaditya Naik Georgios Sakkas Saikat Chakraborty ... Piali Choudhury Curtis von Veh J. Inala Chenglong Wang Jianfeng Gao 58 63 0 11 Aug 2022
Language Models Can Teach Themselves to Program Better Patrick M. Haluptzok Matthew Bowers Adam Tauman Kalai ReLM SyDa LRM 35 82 0 29 Jul 2022
CodeT: Code Generation with Generated Tests Bei Chen Fengji Zhang A. Nguyen Daoguang Zan Zeqi Lin Jian-Guang Lou Weizhu Chen 70 333 0 21 Jul 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 497 3,589 0 21 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 754 12,835 0 04 Mar 2022
Describing Differences between Text Distributions with Natural Language Ruiqi Zhong Charles Burton Snell Dan Klein Jacob Steinhardt VLM 156 44 0 28 Jan 2022
A General Language Assistant as a Laboratory for Alignment Amanda Askell Yuntao Bai Anna Chen Dawn Drain Deep Ganguli ... Tom B. Brown Jack Clark Sam McCandlish C. Olah Jared Kaplan ALM 114 773 0 01 Dec 2021
Towards Transparent Interactive Semantic Parsing via Step-by-Step Correction Lingbo Mo A. Lewis Huan Sun Michael White KELM 53 14 0 15 Oct 2021
Recursively Summarizing Books with Human Feedback Jeff Wu Long Ouyang Daniel M. Ziegler Nissan Stiennon Ryan J. Lowe Jan Leike Paul Christiano ALM 137 302 0 22 Sep 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 186 387 0 10 Sep 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 201 5,454 0 07 Jul 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering Siddharth Karamcheti Ranjay Krishna Li Fei-Fei Christopher D. Manning 62 92 0 06 Jul 2021
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP Anthony Chen Pallavi Gudipati Shayne Longpre Xiao Ling Sameer Singh 44 40 0 12 Jun 2021
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 351 205 0 18 Apr 2021
Surface Form Competition: Why the Highest Probability Answer Isn't Always Right Ari Holtzman Peter West Vered Schwartz Yejin Choi Luke Zettlemoyer LRM 92 236 0 16 Apr 2021
Falx: Synthesis-Powered Visualization Authoring Chenglong Wang Yu Feng Rastislav Bodík Işıl Dillig Alvin Cheung Amy J. Ko 129 48 0 01 Feb 2021
DuoRAT: Towards Simpler Text-to-SQL Models Torsten Scholak Raymond Li Dzmitry Bahdanau H. D. Vries C. Pal AI4TS 61 27 0 21 Oct 2020
Semantic Evaluation for Text-to-SQL with Distilled Test Suites Ruiqi Zhong Tao Yu Dan Klein 60 131 0 06 Oct 2020
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 210 158 0 24 Sep 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback Ahmed Elgohary Saghar Hosseini Ahmed Hassan Awadallah 64 67 0 05 May 2020
An Imitation Game for Learning Semantic Parsers from User Interaction Ziyu Yao Yiqi Tang Wen-tau Yih Huan Sun Yu-Chuan Su 57 35 0 02 May 2020
Benchmarking Multimodal Regex Synthesis with Complex Structures Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett 57 17 0 02 May 2020
TF-Coder: Program Synthesis for Tensor Manipulations Kensen Shi David Bieber Rishabh Singh 92 42 0 19 Mar 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 522 4,773 0 23 Jan 2020
RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers Bailin Wang Richard Shin Xiaodong Liu Oleksandr Polozov Matthew Richardson 75 588 0 10 Nov 2019
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu Rui Zhang Kai-Chou Yang Michihiro Yasunaga Dongxu Wang ... Irene Li Qingning Yao Shanelle Roman Zilin Zhang Dragomir R. Radev RALM 83 1,222 0 24 Sep 2018
Inferring Logical Forms From Denotations Panupong Pasupat Percy Liang 69 58 0 22 Jun 2016
Concrete Problems in AI Safety Dario Amodei C. Olah Jacob Steinhardt Paul Christiano John Schulman Dandelion Mané 181 2,378 0 21 Jun 2016
How To Grade a Test Without Knowing the Answers --- A Bayesian Graphical Model for Adaptive Crowdsourcing and Aptitude Testing Yoram Bachrach T. Graepel T. Minka J. Guiver 106 210 0 27 Jun 2012