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23 Results
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Workshop
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Generative Representational Instruction Tuning Niklas Muennighoff · Hongjin SU · Liang Wang · Nan Yang · Furu Wei · Tao Yu · Amanpreet Singh · Douwe Kiela |
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Workshop
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An Embodied Generalist Agent in 3D World Jiangyong Huang · Silong Yong · Xiaojian Ma · Xiongkun Linghu · Puhao Li · Yan Wang · Qing Li · Song-Chun Zhu · Baoxiong Jia · Siyuan Huang |
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Poster
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Fri 1:45 |
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 |
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Poster
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Tue 7:30 |
InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists Yulu Gan · Sung Woo Park · Alexander Schubert · Anthony Philippakis · Ahmed Alaa |
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Poster
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Thu 1:45 |
Evaluating the Zero-shot Robustness of Instruction-tuned Language Models Jiuding Sun · Chantal Shaib · Byron Wallace |
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Workshop
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Cookbook: A framework for improving LLM generative abilities via programmatic data generating templates Avanika Narayan · Mayee Chen · Kush Bhatia · Christopher Re |
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Poster
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Fri 1:45 |
Pushing Mixture of Experts to the Limit: Extremely Parameter Efficient MoE for Instruction Tuning Ted Zadouri · Ahmet Üstün · Arash Ahmadian · Beyza Ermis · Acyr Locatelli · Sara Hooker |
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Workshop
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LESS: Selecting Influential Data for Targeted Instruction Tuning Mengzhou Xia · Sadhika Malladi · Suchin Gururangan · Sanjeev Arora · Danqi Chen |
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Poster
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Thu 7:30 |
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning Xiang Yue · Xingwei Qu · Ge Zhang · Yao Fu · Wenhao Huang · Huan Sun · Yu Su · Wenhu Chen |
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Poster
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Tue 1:45 |
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang · Zhuohao Yu · Wenjin Yao · Zhengran Zeng · Linyi Yang · Cunxiang Wang · Hao Chen · Chaoya Jiang · Rui Xie · Jindong Wang · Xing Xie · Wei Ye · Shikun Zhang · Yue Zhang |
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Workshop
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LongForm: Effective Instruction Tuning with Reverse Instructions Abdullatif Köksal · Timo Schick · Anna Korhonen · Hinrich Schuetze |
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Poster
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Wed 1:45 |
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models Keming Lu · Hongyi Yuan · Zheng Yuan · Runji Lin · Junyang Lin · Chuanqi Tan · Chang Zhou · Jingren Zhou |