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Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text
  Generation: A State-of-the-Art Investigation

Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation

19 July 2024
Joy Mahapatra
Utpal Garain
ArXivPDFHTML

Papers citing "Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation"

11 / 11 papers shown
Title
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent
Humza Nusrat
Bing Luo
Ryan Hall
Joshua Kim
H. Bagher-Ebadian
Anthony Doemer
B. Movsas
Kundan Thind
AI4CE
37
0
0
21 Mar 2025
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning
FIOVA: A Multi-Annotator Benchmark for Human-Aligned Video Captioning
Shiyu Hu
Xuchen Li
Xuzhao Li
Jing Zhang
Yipei Wang
Xin Zhao
Kang Hao Cheong
VLM
26
1
0
20 Oct 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models
Unveiling the Generalization Power of Fine-Tuned Large Language Models
Haoran Yang
Yumeng Zhang
Jiaqi Xu
Hongyuan Lu
Pheng Ann Heng
Wai Lam
45
29
0
14 Mar 2024
An Empirical Study of Instruction-tuning Large Language Models in
  Chinese
An Empirical Study of Instruction-tuning Large Language Models in Chinese
Q. Si
Tong Wang
Zheng Lin
Xu Zhang
Yanan Cao
Weiping Wang
ALM
74
16
0
11 Oct 2023
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural
  Language Generation
Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
Patrick Fernandes
Aman Madaan
Emmy Liu
António Farinhas
Pedro Henrique Martins
...
José G. C. de Souza
Shuyan Zhou
Tongshuang Wu
Graham Neubig
André F. T. Martins
ALM
117
56
0
01 May 2023
Training language models to follow instructions with human feedback
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
369
12,081
0
04 Mar 2022
The Power of Scale for Parameter-Efficient Prompt Tuning
The Power of Scale for Parameter-Efficient Prompt Tuning
Brian Lester
Rami Al-Rfou
Noah Constant
VPVLM
280
3,872
0
18 Apr 2021
Data-to-text Generation with Macro Planning
Data-to-text Generation with Macro Planning
Ratish Puduppully
Mirella Lapata
63
73
0
04 Feb 2021
Towards Faithful Neural Table-to-Text Generation with Content-Matching
  Constraints
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints
Zhenyi Wang
Xiaoyang Wang
Bang An
Dong Yu
Changyou Chen
LMTD
168
84
0
03 May 2020
Language Models as Knowledge Bases?
Language Models as Knowledge Bases?
Fabio Petroni
Tim Rocktaschel
Patrick Lewis
A. Bakhtin
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
AI4MH
451
2,589
0
03 Sep 2019
Effective Approaches to Attention-based Neural Machine Translation
Effective Approaches to Attention-based Neural Machine Translation
Thang Luong
Hieu H. Pham
Christopher D. Manning
218
7,929
0
17 Aug 2015
1