Title
MergeIT: From Selection to Merging for Efficient Instruction Tuning Hongyi Cai Yuqian Fu Hongming Fu Bo Zhao MoMe 47 0 0 25 Feb 2025
Data Wrangling Task Automation Using Code-Generating Language Models Ashlesha Akella Krishnasuri Narayanam SyDa 45 0 0 05 Feb 2025
LogLM: From Task-based to Instruction-based Automated Log Analysis Yilun Liu Yuhe Ji Shimin Tao Minggui He Weibin Meng Shenglin Zhang Yongqian Sun Yuming Xie Boxing Chen Hao Yang 42 2 0 10 Jan 2025
NILE: Internal Consistency Alignment in Large Language Models Minda Hu Qiyuan Zhang Yufei Wang Bowei He Hongru Wang Jingyan Zhou Liangyou Li Yasheng Wang Chen-li Ma Irwin King 81 0 0 21 Dec 2024
Federated Data-Efficient Instruction Tuning for Large Language Models Zhen Qin Zhaomin Wu Bingsheng He Shuiguang Deng FedML 30 2 0 14 Oct 2024
What Do You Want? User-centric Prompt Generation for Text-to-image Synthesis via Multi-turn Guidance Yilun Liu Minggui He Feiyu Yao Yuhe Ji Shimin Tao ... Jian Gao Li Zhang Hao Yang Boxing Chen Osamu Yoshie 31 0 0 23 Aug 2024
Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization Yuxin Jiang Bo Huang Yufei Wang Xingshan Zeng Liangyou Li Yasheng Wang Xin Jiang Lifeng Shang Ruiming Tang Wei Wang 40 5 0 14 Aug 2024
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation Yuan Ge Yilun Liu Chi Hu Weibin Meng Shimin Tao Xiaofeng Zhao Hongxia Ma Li Zhang Hao Yang Tong Xiao ALM 14 24 0 28 Feb 2024
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark A. Kalyan ELM ReLM LRM 198 1,089 0 20 Sep 2022
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 301 11,730 0 04 Mar 2022
A Systematic Evaluation of Large Language Models of Code Frank F. Xu Uri Alon Graham Neubig Vincent J. Hellendoorn ELM ALM 188 624 0 26 Feb 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