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12 Results
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Workshop
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GPT-2 Small Fine-Tuned on Logical Reasoning Summarizes Information on Punctuation Tokens Sonakshi Chauhan · Atticus Geiger |
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Workshop
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Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs Siyuan Wang · zhongyu wei · Yejin Choi · Xiang Ren |
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Poster
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Fri 11:00 |
Interpret Your Decision: Logical Reasoning Regularization for Generalization in Visual Classification Zhaorui Tan · Xi Yang · Qiufeng Wang · Anh Nguyen · Kaizhu Huang |
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Workshop
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Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus Terufumi Morishita · Gaku Morio · Atsuki Yamaguchi · Yasuhiro Sogawa |
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Poster
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Thu 11:00 |
Causal language modeling can elicit search and reasoning capabilities on logic puzzles Kulin Shah · Nishanth Dikkala · Xin Wang · Rina Panigrahy |
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Workshop
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On Memorization of Large Language Models in Logical Reasoning Chulin Xie · Yangsibo Huang · Chiyuan Zhang · Da Yu · Xinyun Chen · Bill Yuchen Lin · Bo Li · Badih Ghazi · Ravi Kumar |
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Poster
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Fri 16:30 |
Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus Terufumi Morishita · Gaku Morio · Atsuki Yamaguchi · Yasuhiro Sogawa |
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Workshop
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Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference Anton Xue · Avishree Khare · Rajeev Alur · Surbhi Goel · Eric Wong |
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Poster
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Thu 11:00 |
Abductive Reasoning in Logical Credal Networks Radu Marinescu · Junkyu Lee · Debarun Bhattacharjya · Fabio Cozman · Alexander Gray |
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Workshop
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WILT: A Multi-turn, Memorization-Robust Inductive Logic Benchmark for LLMs Eryk Banatt · Jonathan Cheng · Tiffany Hwu |
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Workshop
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How Transformers Reason: A Case Study on a Synthetic Propositional Logic Problem Guan Zhe Hong · Nishanth Dikkala · Enming Luo · Cyrus Rashtchian · Xin Wang · Rina Panigrahy |
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Poster
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Thu 11:00 |
A Foundation Model for Zero-shot Logical Query Reasoning Michael Galkin · Jincheng Zhou · Bruno Ribeiro · Jian Tang · Zhaocheng Zhu |