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A Preliminary Study of the Intrinsic Relationship between Complexity and
  Alignment
v1v2 (latest)

A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment

International Conference on Language Resources and Evaluation (LREC), 2023
10 August 2023
Ying Zhao
Yu Bowen
Binyuan Hui
Haiyang Yu
Fei Huang
Yongbin Li
Ningyu Zhang
ArXiv (abs)PDFHTML

Papers citing "A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment"

18 / 18 papers shown
A method for improving multilingual quality and diversity of instruction fine-tuning datasets
A method for improving multilingual quality and diversity of instruction fine-tuning datasets
Chunguang Zhao
Yilun Liu
Pufan Zeng
Yuanchang Luo
Shimin Tao
...
Chen Liu
Hongxia Ma
Li Zhang
Boxing Chen
Daimeng Wei
130
0
0
19 Sep 2025
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum LearningConference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Yangning Li
Tingwei Lu
Yinghui Li
Yankai Chen
Wei-Chieh Huang
Wenhao Jiang
Hui Wang
Hai-Tao Zheng
Philip S.Yu
247
0
0
17 Sep 2025
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning
Zinan Tang
Xin Gao
Qizhi Pei
Zhuoshi Pan
Mengzhang Cai
Jiang Wu
Conghui He
Lijun Wu
SyDa
333
2
0
29 Aug 2025
Decoding Alignment: A Critical Survey of LLM Development Initiatives through Value-setting and Data-centric Lens
Decoding Alignment: A Critical Survey of LLM Development Initiatives through Value-setting and Data-centric Lens
Ilias Chalkidis
OffRLALM
156
1
0
23 Aug 2025
LASER: Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy
LASER: Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy
Paramita Mirza
Lucas Weber
Fabian Küch
287
0
0
28 May 2025
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
HBO: Hierarchical Balancing Optimization for Fine-Tuning Large Language Models
Weixuan Wang
Minghao Wu
Barry Haddow
Alexandra Birch
550
1
0
18 May 2025
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
MDIT: A Model-free Data Interpolation Method for Diverse Instruction Tuning
Yangning Li
Zihua Lan
Lv Qingsong
Hai-Tao Zheng
Hai-Tao Zheng
439
3
0
09 Apr 2025
Advancing MAPF towards the Real World: A Scalable Multi-Agent Realistic Testbed (SMART)
Advancing MAPF towards the Real World: A Scalable Multi-Agent Realistic Testbed (SMART)
Jingtian Yan
Zhifei Li
William Kang
Kevin Zheng
Yulun Zhang
Zhe Chen
Yue Zhang
Daniel Harabor
Stephen Smith
Jiaoyang Li
426
1
0
03 Mar 2025
Intelligence at the Edge of Chaos
Intelligence at the Edge of ChaosInternational Conference on Learning Representations (ICLR), 2024
Sifan Wang
Aakash Patel
S. Rizvi
Nianchen Liu
Shiyang Zhang
Amin Karbasi
E. Zappala
David van Dijk
299
11
0
03 Oct 2024
Self-play with Execution Feedback: Improving Instruction-following
  Capabilities of Large Language Models
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2024
Guanting Dong
Keming Lu
Chengpeng Li
Tingyu Xia
Bowen Yu
Chang Zhou
Jingren Zhou
SyDaALMLRM
305
52
0
19 Jun 2024
CoEvol: Constructing Better Responses for Instruction Finetuning through
  Multi-Agent Cooperation
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation
Renhao Li
Minghuan Tan
Derek F. Wong
Min Yang
LLMAG
236
3
0
11 Jun 2024
SHED: Shapley-Based Automated Dataset Refinement for Instruction
  Fine-Tuning
SHED: Shapley-Based Automated Dataset Refinement for Instruction Fine-Tuning
Bowei Tian
Ziyao Wang
Zheyu Shen
Guoheng Sun
Yucong Dai
Yongkai Wu
Hongyi Wang
Ang Li
207
17
0
23 Apr 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards
  High-Quality Instruction Tuning with Data Selection
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection
Ruibo Chen
Yihan Wu
Lichang Chen
Guodong Liu
Qi He
Tianyi Xiong
Chenxi Liu
Junfeng Guo
Heng-Chiao Huang
VLM
201
37
0
19 Feb 2024
A Survey on Data Selection for LLM Instruction Tuning
A Survey on Data Selection for LLM Instruction Tuning
Bolin Zhang
Jiahao Wang
Qianlong Du
Jiajun Zhang
Zhiying Tu
Dianhui Chu
369
71
0
04 Feb 2024
What Makes Good Data for Alignment? A Comprehensive Study of Automatic
  Data Selection in Instruction Tuning
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
Wei Liu
Weihao Zeng
Keqing He
Yong Jiang
Junxian He
ALM
431
333
0
25 Dec 2023
One-Shot Learning as Instruction Data Prospector for Large Language
  Models
One-Shot Learning as Instruction Data Prospector for Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Yunshui Li
Binyuan Hui
Xiaobo Xia
Jiaxi Yang
Min Yang
...
Ling-Hao Chen
Junhao Liu
Tongliang Liu
Fei Huang
Yongbin Li
372
47
0
16 Dec 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct
WizardCoder: Empowering Code Large Language Models with Evol-InstructInternational Conference on Learning Representations (ICLR), 2023
Ziyang Luo
Can Xu
Lu Wang
Qingfeng Sun
Xiubo Geng
Wenxiang Hu
Chongyang Tao
Jing Ma
Qingwei Lin
Daxin Jiang
ELMSyDaALM
759
865
0
14 Jun 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Minghao Li
Yingxiu Zhao
Yu Bowen
Feifan Song
Hangyu Li
Haiyang Yu
Zhoujun Li
Fei Huang
Yongbin Li
ELMRALMCLL
308
302
0
14 Apr 2023
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