StructLM: Towards Building Generalist Models for Structured Knowledge
Grounding

StructLM: Towards Building Generalist Models for Structured Knowledge Grounding

26 February 2024

Ge Zhang

Junjie Wang

Stephen W. Huang

Papers citing "StructLM: Towards Building Generalist Models for Structured Knowledge Grounding"

16 / 16 papers shown

Title
TableLoRA: Low-rank Adaptation on Table Structure Understanding for Large Language Models Xinyi He Yihao Liu Mengyu Zhou Yeye He Haoyu Dong Shi Han Zejian Yuan Dongmei Zhang LMTD 78 0 0 06 Mar 2025
Kanana: Compute-efficient Bilingual Language Models Kanana LLM Team Yunju Bak Hojin Lee Minho Ryu Jiyeon Ham ... Daniel Lee Minchul Lee M. Lee Shinbok Lee Gaeun Seo 70 1 0 26 Feb 2025
Grounding LLM Reasoning with Knowledge Graphs Alfonso Amayuelas Joy Prakash Sain Simerjot Kaur Charese Smiley 71 0 0 18 Feb 2025
TabVer: Tabular Fact Verification with Natural Logic Rami Aly Andreas Vlachos LMTD 26 0 0 02 Nov 2024
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Dongmei Zhang S. Chaudhuri LMTD 36 1 0 16 Oct 2024
Reasoning Factual Knowledge in Structured Data with Large Language Models Sirui Huang Yanggan Gu Xuming Hu Zhonghao Li Qing Li Guandong Xu HILM LMTD 12 0 0 22 Aug 2024
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering Xianjie Wu Jian Yang Linzheng Chai Ge Zhang Jiaheng Liu ... Xianfu Cheng Tianzhen Sun Guanglin Niu Tongliang Li Zhoujun Li LMTD ELM 57 17 0 17 Aug 2024
Efficient Continual Pre-training by Mitigating the Stability Gap Yiduo Guo Jie Fu Huishuai Zhang Dongyan Zhao Yikang Shen 25 12 0 21 Jun 2024
Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL Zijin Hong Zheng Yuan Qinggang Zhang Hao Chen Junnan Dong Feiran Huang Xiao Huang 47 49 0 12 Jun 2024
ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context Zirui Wu Yansong Feng LMTD ReLM LRM 38 7 0 04 Mar 2024
Large Language Model for Table Processing: A Survey Weizheng Lu Jiaming Zhang Jing Zhang Yueguo Chen LMTD 43 21 0 04 Feb 2024
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 109 195 0 06 Oct 2022
PTab: Using the Pre-trained Language Model for Modeling Tabular Data Guangyi Liu Jie-jin Yang Ledell Yu Wu LMTD 57 32 0 15 Sep 2022
CQR-SQL: Conversational Question Reformulation Enhanced Context-Dependent Text-to-SQL Parsers Dongling Xiao Linzheng Chai Qian-Wen Zhang Zhao Yan Zhoujun Li Yunbo Cao 34 12 0 16 May 2022
Control Prefixes for Parameter-Efficient Text Generation Jordan Clive Kris Cao Marek Rei 26 32 0 15 Oct 2021
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models Torsten Scholak Nathan Schucher Dzmitry Bahdanau 141 373 0 10 Sep 2021