Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data

17 March 2023

Papers citing "Generate, Transform, Answer: Question Specific Tool Synthesis for Tabular Data"

12 / 12 papers shown

Title
AILS-NTUA at SemEval-2025 Task 8: Language-to-Code prompting and Error Fixing for Tabular Question Answering Andreas Evangelatos Giorgos Filandrianos Maria Lymperaiou Athanasios Voulodimos Giorgos Stamou LMTD 83 0 0 01 Mar 2025
FiDeLiS: Faithful Reasoning in Large Language Model for Knowledge Graph Question Answering Yuan Sui Yufei He Nian Liu Xiaoxin He Kun Wang Bryan Hooi LRM 49 10 0 20 Feb 2025
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources A. Lupidi Carlos Gemmell Nicola Cancedda Jane Dwivedi-Yu Jason Weston Jakob Foerster Roberta Raileanu Maria Lomeli SyDa 26 5 0 12 Sep 2024
Solving Data-centric Tasks using Large Language Models Shraddha Barke Christian Poelitz Carina Negreanu Ben Zorn J. Cambronero ... Nadia Polikarpova Advait Sarkar Brian Slininger N. Toronto Jack Williams 33 1 0 18 Feb 2024
TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data Fengbin Zhu Ziyang Liu Fuli Feng Chao Wang Moxin Li Tat-Seng Chua LMTD LRM 19 15 0 24 Jan 2024
TAP4LLM: Table Provider on Sampling, Augmenting, and Packing Semi-structured Data for Large Language Model Reasoning Yuan Sui Jiaru Zou Mengyu Zhou Xinyi He Lun Du Shi Han Dongmei Zhang LRM LMTD 16 23 0 14 Dec 2023
On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering Linyong Nan Ellen Zhang Weijin Zou Yilun Zhao Wenfei Zhou Arman Cohan LLMAG 33 13 0 16 Nov 2023
Effective Distillation of Table-based Reasoning Ability from LLMs Bohao Yang Chen Tang Kangning Zhao Chenghao Xiao Chenghua Lin LRM 27 22 0 22 Sep 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios Yilun Zhao Haowei Zhang Shengyun Si Linyong Nan Xiangru Tang Arman Cohan LMTD 22 12 0 24 May 2023
From Words to Code: Harnessing Data for Program Synthesis from Natural Language Anirudh Khatry Joyce Cahoon Jordan Henkel Shaleen Deep Venkatesh Emani ... Vu Le Mohammad Raza Sherry Shi Mukul Singh A. Tiwari 37 12 0 02 May 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 349 8,457 0 28 Jan 2022