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102 Results
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Poster
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Wed 9:00 |
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason Wei · Xuezhi Wang · Dale Schuurmans · Maarten Bosma · brian ichter · Fei Xia · Ed Chi · Quoc V Le · Denny Zhou |
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Poster
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Tue 9:00 |
Learning to Reason with Neural Networks: Generalization, Unseen Data and Boolean Measures Emmanuel Abbe · Samy Bengio · Elisabetta Cornacchia · Jon Kleinberg · Aryo Lotfi · Maithra Raghu · Chiyuan Zhang |
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Poster
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Thu 14:00 |
Improving Certified Robustness via Statistical Learning with Logical Reasoning Zhuolin Yang · Zhikuan Zhao · Boxin Wang · Jiawei Zhang · Linyi Li · Hengzhi Pei · Bojan Karlaš · Ji Liu · Heng Guo · Ce Zhang · Bo Li |
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Poster
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Wed 9:00 |
Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs Ruijie Wang · Zheng Li · Dachun Sun · Shengzhong Liu · Jinning Li · Bing Yin · Tarek Abdelzaher |
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Poster
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Wed 9:00 |
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training Xinyu Pi · Wanjun Zhong · Yan Gao · Nan Duan · Jian-Guang Lou |
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Poster
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Tue 14:00 |
Exploring Length Generalization in Large Language Models Cem Anil · Yuhuai Wu · Anders Andreassen · Aitor Lewkowycz · Vedant Misra · Vinay Ramasesh · Ambrose Slone · Guy Gur-Ari · Ethan Dyer · Behnam Neyshabur |
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Poster
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Tue 14:00 |
Solving Quantitative Reasoning Problems with Language Models Aitor Lewkowycz · Anders Andreassen · David Dohan · Ethan Dyer · Henryk Michalewski · Vinay Ramasesh · Ambrose Slone · Cem Anil · Imanol Schlag · Theo Gutman-Solo · Yuhuai Wu · Behnam Neyshabur · Guy Gur-Ari · Vedant Misra |
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Poster
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Thu 14:00 |
Inductive Logical Query Answering in Knowledge Graphs Michael Galkin · Zhaocheng Zhu · Hongyu Ren · Jian Tang |
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Poster
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Thu 14:00 |
Explainable Reinforcement Learning via Model Transforms Mira Finkelstein · Nitsan levy · Lucy Liu · Yoav Kolumbus · David Parkes · Jeffrey S Rosenschein · Sarah Keren |
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Poster
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Wed 9:00 |
Few-shot Relational Reasoning via Connection Subgraph Pretraining Qian Huang · Hongyu Ren · Jure Leskovec |
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Poster
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Tue 14:00 |
End-to-end Algorithm Synthesis with Recurrent Networks: Extrapolation without Overthinking Arpit Bansal · Avi Schwarzschild · Eitan Borgnia · Zeyad Emam · Furong Huang · Micah Goldblum · Tom Goldstein |
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Poster
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Thu 14:00 |
Large Language Models are Zero-Shot Reasoners Takeshi Kojima · Shixiang (Shane) Gu · Machel Reid · Yutaka Matsuo · Yusuke Iwasawa |