SpreadsheetCoder: Formula Prediction from Semi-structured Context

26 June 2021

Papers citing "SpreadsheetCoder: Formula Prediction from Semi-structured Context"

29 / 29 papers shown

Title
MoE-Lens: Towards the Hardware Limit of High-Throughput MoE LLM Serving Under Resource Constraints Yichao Yuan Lin Ma Nishil Talati MoE 66 0 0 12 Apr 2025
General Table Question Answering via Answer-Formula Joint Generation Zhongyuan Wang Richong Zhang Zhijie Nie LMTD 236 0 0 16 Mar 2025
HyGen: Efficient LLM Serving via Elastic Online-Offline Request Co-location Ting Sun Penghan Wang Fan Lai 235 1 0 15 Jan 2025
Symbolic Regression with a Learned Concept Library Arya Grayeli Atharva Sehgal Omar Costilla-Reyes Miles Cranmer Swarat Chaudhuri 64 11 0 14 Sep 2024
MagicDec: Breaking the Latency-Throughput Tradeoff for Long Context Generation with Speculative Decoding Jian Chen Vashisth Tiwari Ranajoy Sadhukhan Zhuoming Chen Jinyuan Shi Ian En-Hsu Yen Ian En-Hsu Yen Avner May Tianqi Chen Beidi Chen LRM 41 22 0 20 Aug 2024
An Empirical Study of Validating Synthetic Data for Formula Generation Usneek Singh J. Cambronero Sumit Gulwani Aditya Kanade Anirudh Khatry Vu Le Mukul Singh Gust Verbruggen SyDa 45 0 0 15 Jul 2024
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models Yuzhang Tian Jianbo Zhao Haoyu Dong Junyu Xiong Shiyu Xia ... Yun Lin José Cambronero Yeye He Shi Han Dongmei Zhang LMTD 49 6 0 12 Jul 2024
SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation Zeyao Ma Bohan Zhang Jing Zhang Jifan Yu Xiaokang Zhang Xiaohan Zhang Sijia Luo Xi Wang Jie Tang LMTD 65 6 0 21 Jun 2024
Is Programming by Example solved by LLMs? Wen-Ding Li Kevin Ellis 37 10 0 12 Jun 2024
Auto-Formula: Recommend Formulas in Spreadsheets using Contrastive Learning for Table Representations Sibei Chen Yeye He Weiwei Cui Ju Fan Song Ge Haidong Zhang Dongmei Zhang Surajit Chaudhuri LMTD 47 6 0 19 Apr 2024
SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models Yibin Chen Yifu Yuan Zeyu Zhang Yan Zheng Jinyi Liu Fei Ni Jianye Hao Hangyu Mao Fuzheng Zhang LMTD LRM 53 1 0 06 Mar 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries Wei Zhao Zhitao Hou Siyuan Wu Yan Gao Haoyu Dong Yao Wan Hongyu Zhang Yulei Sui Haidong Zhang LMTD 146 4 0 20 Feb 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 63 26 0 04 Feb 2024
A Hardware Evaluation Framework for Large Language Model Inference Hengrui Zhang August Ning R. Prabhakar D. Wentzlaff ELM 35 17 0 05 Dec 2023
Generating Pragmatic Examples to Train Neural Program Synthesizers Saujas Vaduguru Daniel Fried Yewen Pu NAI 32 5 0 09 Nov 2023
FormaT5: Abstention and Examples for Conditional Table Formatting with Natural Language Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Elnaz Nouri Mohammad Raza Gust Verbruggen LMTD 15 9 0 26 Oct 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel Justin Payan Swaroop Mishra Mukul Singh Carina Negreanu Christian Poelitz Chitta Baral Subhro Roy Rasika Chakravarthy Benjamin Van Durme E. Nouri LMTD ELM 41 10 0 23 Oct 2023
SheetCopilot: Bringing Software Productivity to the Next Level through Large Language Models Hongxin Li Jingran Su Yuntao Chen Qing Li Zhaoxiang Zhang LMTD 51 32 0 30 May 2023
Neuro-Symbolic Execution of Generic Source Code Yaojie Hu Jin Tian NAI 35 0 0 23 Mar 2023
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU Ying Sheng Lianmin Zheng Binhang Yuan Zhuohan Li Max Ryabinin ... Joseph E. Gonzalez Percy Liang Christopher Ré Ion Stoica Ce Zhang 149 372 0 13 Mar 2023
FLAME: A small language model for spreadsheet formulas Harshit Joshi Abishai Ebenezer J. Cambronero Sumit Gulwani Aditya Kanade Vu Le Ivan Radivcek Gust Verbruggen LMTD 42 12 0 31 Jan 2023
Natural Language to Code Generation in Interactive Data Science Notebooks Pengcheng Yin Wen-Ding Li Kefan Xiao Abhishek Rao Yeming Wen ... Paige Bailey Michele Catasta Henryk Michalewski Oleksandr Polozov Charles Sutton 38 59 0 19 Dec 2022
Table-To-Text generation and pre-training with TabT5 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 34 31 0 17 Oct 2022
CORNET: Learning Table Formatting Rules By Example Mukul Singh J. Cambronero Sumit Gulwani Vu Le Carina Negreanu Mohammad Raza Gust Verbruggen LMTD 59 8 0 11 Aug 2022
InCoder: A Generative Model for Code Infilling and Synthesis Daniel Fried Armen Aghajanyan Jessy Lin Sida I. Wang Eric Wallace Freda Shi Ruiqi Zhong Wen-tau Yih Luke Zettlemoyer M. Lewis SyDa 41 629 0 12 Apr 2022
Iterative Genetic Improvement: Scaling Stochastic Program Synthesis Yuan Yuan W. Banzhaf 22 4 0 26 Feb 2022
Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks Haoyu Dong Zhoujun Cheng Xinyi He Mengyuan Zhou Anda Zhou Fan Zhou Ao Liu Shi Han Dongmei Zhang LMTD 65 64 0 24 Jan 2022
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng Haoyu Dong Ran Jia Pengfei Wu Shi Han Fan Cheng Dongmei Zhang AIMat ReLM LMTD LRM 31 27 0 15 Sep 2021
Learning to Synthesize Programs as Interpretable and Generalizable Policies Dweep Trivedi Jesse Zhang Shao-Hua Sun Joseph J. Lim NAI 24 72 0 31 Aug 2021