Effective Distillation of Table-based Reasoning Ability from LLMs

Effective Distillation of Table-based Reasoning Ability from LLMs

22 September 2023

Papers citing "Effective Distillation of Table-based Reasoning Ability from LLMs"

12 / 12 papers shown

Title
SLIDE: A Framework Integrating Small and Large Language Models for Open-Domain Dialogues Evaluation Kun Zhao Bohao Yang Chen Tang Chenghua Lin Liang Zhan 33 5 0 24 May 2024
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models Zachary Englhardt Chengqian Ma Margaret E. Morris X. Xu Chun-Cheng Chang Lianhui Qin Daniel J. McDuff Xin Liu Shwetak N. Patel Vikram Iyer AI4MH 32 11 0 21 Nov 2023
CADGE: Context-Aware Dialogue Generation Enhanced with Graph-Structured Knowledge Aggregation Hongbo Zhang Chen Tang Tyler Loakman Chenghua Lin Stefan Goetze 39 9 0 10 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 204 498 0 03 May 2023
EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention Chen Tang Chenghua Lin Hen-Hsen Huang Frank Guerin Zhihao Zhang 31 19 0 22 Oct 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 44 36 0 22 Oct 2022
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
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 4,048 0 24 May 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 297 3,163 0 21 Mar 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 315 8,261 0 28 Jan 2022
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 114 35 0 17 Feb 2021