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IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment

19 May 2025
Chenlin Ming
Chendi Qu
Mengzhang Cai
Qizhi Pei
Zhuoshi Pan
Yu Li
Xiaoming Duan
Lijun Wu
Bin Wang
ArXiv (abs)PDFHTML

Papers citing "IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment"

10 / 10 papers shown
ADAPT: Learning Task Mixtures for Budget-Constrained Instruction Tuning
ADAPT: Learning Task Mixtures for Budget-Constrained Instruction Tuning
Pritam Kadasi
Abhishek Upperwal
Mayank Singh
VLM
128
0
0
04 Dec 2025
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection
Combatting Dimensional Collapse in LLM Pre-Training Data via Diversified File Selection
Ziqing Fan
Siyuan Du
Shengchao Hu
Pingjie Wang
Li Shen
Yanzhe Zhang
Dacheng Tao
Yucheng Wang
269
4
0
29 Apr 2025
LEMMA: Learning from Errors for MatheMatical Advancement in LLMs
LEMMA: Learning from Errors for MatheMatical Advancement in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhuoshi Pan
Yu Li
Honglin Lin
Qizhi Pei
Zinan Tang
Wei Wu
Chenlin Ming
H. Vicky Zhao
Bin Wang
Lijun Wu
LRM
413
14
0
21 Mar 2025
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
DeepSeek-AI
Daya Guo
Dejian Yang
Haowei Zhang
Junxiao Song
...
Shiyu Wang
S. Yu
Shunfeng Zhou
Shuting Pan
S.S. Li
OffRLAI4TSLRMReLMVLM
1.2K
5,342
0
22 Jan 2025
DELIFT: Data Efficient Language model Instruction Fine Tuning
DELIFT: Data Efficient Language model Instruction Fine TuningInternational Conference on Learning Representations (ICLR), 2024
Ishika Agarwal
Krishnateja Killamsetty
Yatin Nandwani
Marina Danilevksy
ALMVLM
696
7
0
07 Nov 2024
Data Selection via Optimal Control for Language Models
Data Selection via Optimal Control for Language ModelsInternational Conference on Learning Representations (ICLR), 2024
Yuxian Gu
Li Dong
Hongning Wang
Y. Hao
Qingxiu Dong
Furu Wei
Minlie Huang
AI4CE
350
24
0
09 Oct 2024
RegMix: Data Mixture as Regression for Language Model Pre-training
RegMix: Data Mixture as Regression for Language Model Pre-training
Qian Liu
Xiaosen Zheng
Niklas Muennighoff
Guangtao Zeng
Longxu Dou
Tianyu Pang
Jing Jiang
Min Lin
MoE
393
95
1
01 Jul 2024
Scaling Synthetic Data Creation with 1,000,000,000 Personas
Scaling Synthetic Data Creation with 1,000,000,000 Personas
Tao Ge
Xin Chan
Dian Yu
Haitao Mi
Dong Yu
Dong Yu
SyDa
573
273
0
28 Jun 2024
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
Data Mixing Laws: Optimizing Data Mixtures by Predicting Language Modeling Performance
Jiasheng Ye
Peiju Liu
Tianxiang Sun
Yunhua Zhou
Jun Zhan
Xipeng Qiu
382
107
0
25 Mar 2024
On the Creativity of Large Language Models
On the Creativity of Large Language ModelsAi & Society (AI & Society), 2023
Giorgio Franceschelli
Mirco Musolesi
784
100
0
27 Mar 2023
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