Research Papers

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How Pinterest Uses LLMs to Boost Search

Han Wang|Mukuntha Narayanan Sundararaman|Onur Gungor|Yu Xu|Krishna Kamath|Rakesh Chalasani|Kurchi Subhra Hazra|Jinfeng Rao

Can LLMs Plan Ahead? Fixing AI’s Short-Sightedness

Chang Ma|Haiteng Zhao|Junlei Zhang|Junxian He|Lingpeng Kong

Boosting LLM Few-Shot Learning with Adversarial Training

Tsachi Blau|Moshe Kimhi|Yonatan Belinkov|Alexander Bronstein|Chaim Baskin

Can LLMs Learn Human Preferences?

Chao Yu|Hong Lu|Jiaxuan Gao|Qixin Tan|Xinting Yang|Yu Wang|Yi Wu|Eugene Vinitsky

Personalized AI Agents for the Web

Hongru Cai|Yongqi Li|Wenjie Wang|Fengbin Zhu|Xiaoyu Shen|Wenjie Li|Tat-Seng Chua

Boosting AutoML with Tree Search and LLMs

Yizhou Chi|Yizhang Lin|Sirui Hong|Duyi Pan|Yaying Fei|Guanghao Mei|Bangbang Liu|Tianqi Pang|Jacky Kwok|Ceyao Zhang|Bang Liu|Chenglin Wu

Making LLMs Behave: How Reliable Are Current Methods?

Itamar Pres|Laura Ruis|Ekdeep Singh Lubana|David Krueger

Can AI Formulate Hypotheses Like a Scientist?

Haokun Liu|Yangqiaoyu Zhou|Mingxuan Li|Chenfei Yuan|Chenhao Tan

Can AI Plan Your Next Trip?

Ruiping Ren|Xing Yao|Shu Cole|Haining Wang

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